grepcent / static financial knowledge base

Arteris, Inc. (AIP)

CIK: 0001667011. SIC: 3674 Semiconductors & Related Devices. Latest 10-K as of: 2026-02-12.

SIC breadcrumb: Manufacturing > Electronic And Other Electrical Equipment And Components, Except Computer Equipment > SIC 3674 Semiconductors & Related Devices

SEC company page: https://www.sec.gov/edgar/browse/?CIK=1667011. Latest filing source: 0001628280-26-007726.

Informational only - descriptive public-record data, not investment advice.

Business

Read AIP's verbatim Item 1 Business section from its latest 10-K: Business.

Risk Factors

Read AIP's verbatim Item 1A Risk Factors from its latest 10-K: Risk Factors.

Selected Fundamentals

MetricValueUnitFYFiled
Revenue70,579,000USD20252026-02-12
Net income-34,746,000USD20252026-02-12
Assets115,031,000USD20252026-02-12

Financials

Annual standardized facts from SEC companyfacts as of latest extracted filing date 2026-02-12. Source: https://data.sec.gov/api/xbrl/companyfacts/CIK0001667011.json. Derived margins, ratios, and free cash flow are computed from the extracted annual SEC facts.

Download these verified figures (annual + quarterly, with per-value filing provenance): JSON · CSV

Flow metrics use full-year FY periods from 10-K/10-K/A filings; balance-sheet metrics use FY-end instants. Free cash flow = operating cash flow - capital expenditures. Missing metrics are omitted rather than fabricated.

Metric2019202020212022202320242025
Revenue31,812,00037,864,00050,378,00053,666,00057,724,00070,579,000
Net income-3,260,000-23,384,000-27,387,000-36,869,000-33,638,000-34,746,000
Operating income-3,777,000-21,765,000-28,856,000-35,142,000-31,596,000-33,137,000
Gross profit30,321,00034,133,00046,097,00048,589,00051,762,00063,684,000
Diluted EPS-0.19-1.06-0.84-1.03-0.86-0.82
Operating cash flow2,163,000-814,000-6,767,000-15,729,000-720,0006,733,000
Capital expenditures654,000808,0001,051,0001,503,000324,0001,388,000
Assets42,736,000120,443,000115,516,000102,801,000106,135,000115,031,000
Liabilities49,032,00067,539,00077,981,00087,698,000107,323,000129,663,000
Stockholders' equity-9,430,000-12,008,00052,904,00037,535,00015,103,000-1,188,000-14,632,000
Cash and cash equivalents11,744,00085,825,00037,423,00013,696,00013,684,00033,901,000
Free cash flow1,509,000-1,622,000-7,818,000-17,232,000-1,044,0005,345,000

Ratios

ROE and ROA use period-end equity/assets. Liabilities / equity uses total liabilities divided by stockholders' equity. Current ratio uses current assets divided by current liabilities when both are reported.

Metric2019202020212022202320242025
Net margin-10.25%-61.76%-54.36%-68.70%-58.27%-49.23%
Operating margin-11.87%-57.48%-57.28%-65.48%-54.74%-46.95%
Return on assets-7.63%-19.41%-23.71%-35.86%-31.69%-30.21%
Current ratio1.032.511.861.261.171.13

Industry Peer Context

Each number-line places AIP against the min, median, and max of latest reported values among companies in the same SIC industry when at least three peers report that ratio.

Net margin peer context

AIP Net margin versus SIC peer range. Source: grepcent computed from latest SEC companyfacts ratios for SIC industry 3674; peer count 59.AIP Net margin versus SIC peer range. Source: grepcent computed from latest SEC companyfacts ratios for SIC industry 3674; peer count 59.59 SIC peersMin -101.6%Median 4.9%Max 57.7%AIP -49.2%

Operating margin peer context

AIP Operating margin versus SIC peer range. Source: grepcent computed from latest SEC companyfacts ratios for SIC industry 3674; peer count 58.AIP Operating margin versus SIC peer range. Source: grepcent computed from latest SEC companyfacts ratios for SIC industry 3674; peer count 58.58 SIC peersMin -148.7%Median 3.7%Max 60.5%AIP -47.0%

ROA peer context

AIP ROA versus SIC peer range. Source: grepcent computed from latest SEC companyfacts ratios for SIC industry 3674; peer count 61.AIP ROA versus SIC peer range. Source: grepcent computed from latest SEC companyfacts ratios for SIC industry 3674; peer count 61.61 SIC peersMin -95.6%Median 1.7%Max 58.1%AIP -30.2%

Financial Bridges

Waterfall figures reconcile reported SEC companyfacts components. Missing bridges are omitted when required components are not present for the same fiscal year.

Income statement bridge from reported figures

AIP FY2025 income statement bridge from reported figures.AIP FY2025 income statement bridge from reported figures.AIP income bridgeFY2025: revenue to net incomeSource: SEC companyfacts FY2025.Income statement bridgeReported amount-$250.0M$0.0B$250.0M$70.6MRevenue-$6.9MCost$63.7MGross-$96.8MOpEx-$33.1MOperating-$1.6MOther/tax-$34.7MNet income

Figure provenance: SEC companyfacts FY 2025. Revenue: accession 0001628280-26-007726; concept RevenueFromContractWithCustomerExcludingAssessedTax; source concepts us-gaap:RevenueFromContractWithCustomerExcludingAssessedTax | Gross profit: accession 0001628280-26-007726; concept GrossProfit; source concepts us-gaap:GrossProfit | Operating income: accession 0001628280-26-007726; concept OperatingIncomeLoss; source concepts us-gaap:OperatingIncomeLoss | Net income: accession 0001628280-26-007726; concept NetIncomeLoss; source concepts us-gaap:NetIncomeLoss

Free cash flow = operating cash flow - capital expenditures

AIP FY2025 free cash flow bridge from reported figures.AIP FY2025 free cash flow bridge from reported figures.AIP free cash flow bridgeFY2025: operating cash flow less capital expendituresSource: SEC companyfacts FY2025.Free cash flow bridgeReported amount$0.0B$125.0M$250.0M$6.7MOperating cash flow-$1.4MCapex$5.3MFree cash flow

Figure provenance: SEC companyfacts FY 2025. Operating cash flow: accession 0001628280-26-007726; concept NetCashProvidedByUsedInOperatingActivities; source concepts us-gaap:NetCashProvidedByUsedInOperatingActivities | Capital expenditures: accession 0001628280-26-007726; concept PaymentsToAcquirePropertyPlantAndEquipment; source concepts us-gaap:PaymentsToAcquirePropertyPlantAndEquipment | Free cash flow: accession 0001628280-26-007726; concept NetCashProvidedByUsedInOperatingActivities - PaymentsToAcquirePropertyPlantAndEquipment; source concepts us-gaap:NetCashProvidedByUsedInOperatingActivities; us-gaap:PaymentsToAcquirePropertyPlantAndEquipment

Financial Charts

AIP revenue, last 5 periods. Source: SEC companyfacts FY2025.AIP revenue, last 5 periods. Source: SEC companyfacts FY2025.AIP RevenueLatest point: FY2025 = $70.6MSource: SEC companyfacts FY2025.Fiscal yearReported revenue$0.0B$125.0M$250.0MFY2021FY2022FY2023FY2024FY2025

Figure provenance: SEC companyfacts. Latest point: FY 2025 ended 2025-12-31; accession 0001628280-26-007726; filed 2026-02-12. Concept: RevenueFromContractWithCustomerExcludingAssessedTax. Source concepts: us-gaap:RevenueFromContractWithCustomerExcludingAssessedTax.

AIP net income, last 5 periods. Source: SEC companyfacts FY2025.AIP net income, last 5 periods. Source: SEC companyfacts FY2025.AIP Net incomeLatest point: FY2025 = -$34.7MSource: SEC companyfacts FY2025.Fiscal yearNet income-$250.0M-$125.0M$0.0BFY2021FY2022FY2023FY2024FY2025

Figure provenance: SEC companyfacts. Latest point: FY 2025 ended 2025-12-31; accession 0001628280-26-007726; filed 2026-02-12. Concept: NetIncomeLoss. Source concepts: us-gaap:NetIncomeLoss.

AIP operating income, last 5 periods. Source: SEC companyfacts FY2025.AIP operating income, last 5 periods. Source: SEC companyfacts FY2025.AIP Operating incomeLatest point: FY2025 = -$33.1MSource: SEC companyfacts FY2025.Fiscal yearOperating income-$250.0M-$125.0M$0.0BFY2021FY2022FY2023FY2024FY2025

Figure provenance: SEC companyfacts. Latest point: FY 2025 ended 2025-12-31; accession 0001628280-26-007726; filed 2026-02-12. Concept: OperatingIncomeLoss. Source concepts: us-gaap:OperatingIncomeLoss.

AIP gross profit, last 5 periods. Source: SEC companyfacts FY2025.AIP gross profit, last 5 periods. Source: SEC companyfacts FY2025.AIP Gross profitLatest point: FY2025 = $63.7MSource: SEC companyfacts FY2025.Fiscal yearGross profit$0.0B$125.0M$250.0MFY2021FY2022FY2023FY2024FY2025

Figure provenance: SEC companyfacts. Latest point: FY 2025 ended 2025-12-31; accession 0001628280-26-007726; filed 2026-02-12. Concept: GrossProfit. Source concepts: us-gaap:GrossProfit.

AIP diluted eps, last 5 periods. Source: SEC companyfacts FY2025.AIP diluted eps, last 5 periods. Source: SEC companyfacts FY2025.AIP Diluted EPSLatest point: FY2025 = -$0.82/shareSource: SEC companyfacts FY2025.Fiscal yearDiluted EPS (USD/share)-$1.50/share-$0.75/share$0.00/shareFY2021FY2022FY2023FY2024FY2025

Figure provenance: SEC companyfacts. Latest point: FY 2025 ended 2025-12-31; accession 0001628280-26-007726; filed 2026-02-12. Concept: EarningsPerShareDiluted. Source concepts: us-gaap:EarningsPerShareDiluted.

AIP operating cash flow, last 5 periods. Source: SEC companyfacts FY2025.AIP operating cash flow, last 5 periods. Source: SEC companyfacts FY2025.AIP Operating cash flowLatest point: FY2025 = $6.7MSource: SEC companyfacts FY2025.Fiscal yearOperating cash flow-$250.0M$0.0B$250.0MFY2021FY2022FY2023FY2024FY2025

Figure provenance: SEC companyfacts. Latest point: FY 2025 ended 2025-12-31; accession 0001628280-26-007726; filed 2026-02-12. Concept: NetCashProvidedByUsedInOperatingActivities. Source concepts: us-gaap:NetCashProvidedByUsedInOperatingActivities.

AIP capital expenditures, last 5 periods. Source: SEC companyfacts FY2025.AIP capital expenditures, last 5 periods. Source: SEC companyfacts FY2025.AIP Capital expendituresLatest point: FY2025 = $1.4MSource: SEC companyfacts FY2025.Fiscal yearCapital expenditures$0.0B$125.0M$250.0MFY2021FY2022FY2023FY2024FY2025

Figure provenance: SEC companyfacts. Latest point: FY 2025 ended 2025-12-31; accession 0001628280-26-007726; filed 2026-02-12. Concept: PaymentsToAcquirePropertyPlantAndEquipment. Source concepts: us-gaap:PaymentsToAcquirePropertyPlantAndEquipment.

AIP assets, last 5 periods. Source: SEC companyfacts FY2025.AIP assets, last 5 periods. Source: SEC companyfacts FY2025.AIP AssetsLatest point: FY2025 = $115.0MSource: SEC companyfacts FY2025.Fiscal yearAssets$0.0B$125.0M$250.0MFY2021FY2022FY2023FY2024FY2025

Figure provenance: SEC companyfacts. Latest point: FY 2025 ended 2025-12-31; accession 0001628280-26-007726; filed 2026-02-12. Concept: Assets. Source concepts: us-gaap:Assets.

AIP liabilities, last 5 periods. Source: SEC companyfacts FY2025.AIP liabilities, last 5 periods. Source: SEC companyfacts FY2025.AIP LiabilitiesLatest point: FY2025 = $129.7MSource: SEC companyfacts FY2025.Fiscal yearLiabilities$0.0B$125.0M$250.0MFY2021FY2022FY2023FY2024FY2025

Figure provenance: SEC companyfacts. Latest point: FY 2025 ended 2025-12-31; accession 0001628280-26-007726; filed 2026-02-12. Concept: Liabilities. Source concepts: us-gaap:Liabilities.

AIP stockholders' equity, last 5 periods. Source: SEC companyfacts FY2025.AIP stockholders' equity, last 5 periods. Source: SEC companyfacts FY2025.AIP Stockholders' equityLatest point: FY2025 = -$14.6MSource: SEC companyfacts FY2025.Fiscal yearStockholders' equity-$250.0M$0.0B$250.0MFY2021FY2022FY2023FY2024FY2025

Figure provenance: SEC companyfacts. Latest point: FY 2025 ended 2025-12-31; accession 0001628280-26-007726; filed 2026-02-12. Concept: StockholdersEquity. Source concepts: us-gaap:StockholdersEquity.

AIP cash and cash equivalents, last 5 periods. Source: SEC companyfacts FY2025.AIP cash and cash equivalents, last 5 periods. Source: SEC companyfacts FY2025.AIP Cash and cash equivalentsLatest point: FY2025 = $33.9MSource: SEC companyfacts FY2025.Fiscal yearCash and cash equivalents$0.0B$125.0M$250.0MFY2021FY2022FY2023FY2024FY2025

Figure provenance: SEC companyfacts. Latest point: FY 2025 ended 2025-12-31; accession 0001628280-26-007726; filed 2026-02-12. Concept: CashAndCashEquivalentsAtCarryingValue. Source concepts: us-gaap:CashAndCashEquivalentsAtCarryingValue.

AIP free cash flow, last 5 periods. Source: SEC companyfacts FY2025.AIP free cash flow, last 5 periods. Source: SEC companyfacts FY2025.AIP Free cash flowLatest point: FY2025 = $5.3MSource: SEC companyfacts FY2025.Fiscal yearFree cash flow-$250.0M$0.0B$250.0MFY2021FY2022FY2023FY2024FY2025

Figure provenance: SEC companyfacts. Latest point: FY 2025 ended 2025-12-31; accession 0001628280-26-007726; filed 2026-02-12. Concept: NetCashProvidedByUsedInOperatingActivities - PaymentsToAcquirePropertyPlantAndEquipment. Source concepts: us-gaap:NetCashProvidedByUsedInOperatingActivities; us-gaap:PaymentsToAcquirePropertyPlantAndEquipment.

Quarterly

Quarterly standardized facts from SEC companyfacts as of latest extracted filing date 2026-05-12. Source: https://data.sec.gov/api/xbrl/companyfacts/CIK0001667011.json.

Flow metrics use discrete quarter-length periods from 10-Q/10-Q/A filings. Q4 revenue and net income are derived only when annual FY and nine-month YTD facts exist for the same fiscal year; derived Q4 values are labeled. EPS Q4 is not derived.

QuarterEnd DateRevenueNet IncomeDiluted EPSMethod
2022-Q22022-06-30-0.18reported discrete quarter
2022-Q32022-09-30-0.23reported discrete quarter
2023-Q12023-03-31-0.26reported discrete quarter
2023-Q22023-06-3014,734,000-9,165,000-0.26reported discrete quarter
2023-Q32023-09-3013,274,000-8,153,000-0.23reported discrete quarter
2023-Q42023-12-3112,504,000-10,541,000derived Q4 = FY annual - nine-month YTD
2024-Q12024-03-3112,947,000-9,403,000-0.25reported discrete quarter
2024-Q22024-06-3014,575,000-8,344,000-0.22reported discrete quarter
2024-Q32024-09-3014,713,000-7,687,000-0.20reported discrete quarter
2024-Q42024-12-3115,489,000-8,204,000derived Q4 = FY annual - nine-month YTD
2025-Q12025-03-3116,532,000-8,121,000-0.20reported discrete quarter
2025-Q22025-06-3016,502,000-9,130,000-0.22reported discrete quarter
2025-Q32025-09-3017,408,000-8,991,000-0.21reported discrete quarter
2025-Q42025-12-3120,137,000-8,504,000derived Q4 = FY annual - nine-month YTD
2026-Q12026-03-3122,936,000-7,959,000-0.17reported discrete quarter

Quarterly Charts

AIP quarterly revenue, last 12 periods. Source: SEC companyfacts 2026-Q1.AIP quarterly revenue, last 12 periods. Source: SEC companyfacts 2026-Q1.AIP Quarterly RevenueLatest point: 2026-Q1 = $22.9MSource: SEC companyfacts 2026-Q1.Fiscal quarterQuarterly Revenue$0.0B$125.0M$250.0M2023-Q22023-Q32023-Q42024-Q12024-Q22024-Q32024-Q42025-Q12025-Q22025-Q32025-Q42026-Q1

Figure provenance: SEC companyfacts. Latest point: FY 2026 ended 2026-03-31; accession 0001628280-26-034186; filed 2026-05-12. Concept: RevenueFromContractWithCustomerExcludingAssessedTax. Source concepts: us-gaap:RevenueFromContractWithCustomerExcludingAssessedTax.

AIP quarterly net income, last 12 periods. Source: SEC companyfacts 2026-Q1.AIP quarterly net income, last 12 periods. Source: SEC companyfacts 2026-Q1.AIP Quarterly Net incomeLatest point: 2026-Q1 = -$8.0MSource: SEC companyfacts 2026-Q1.Fiscal quarterQuarterly Net income-$250.0M-$125.0M$0.0B2023-Q22023-Q32023-Q42024-Q12024-Q22024-Q32024-Q42025-Q12025-Q22025-Q32025-Q42026-Q1

Figure provenance: SEC companyfacts. Latest point: FY 2026 ended 2026-03-31; accession 0001628280-26-034186; filed 2026-05-12. Concept: NetIncomeLoss. Source concepts: us-gaap:NetIncomeLoss.

AIP quarterly diluted eps, last 12 periods. Source: SEC companyfacts 2026-Q1.AIP quarterly diluted eps, last 12 periods. Source: SEC companyfacts 2026-Q1.AIP Quarterly Diluted EPSLatest point: 2026-Q1 = -$0.17/shareSource: SEC companyfacts 2026-Q1.Fiscal quarterQuarterly Diluted EPS (USD/share)-$0.50/share-$0.25/share$0.00/share2022-Q22022-Q32023-Q12023-Q22023-Q32024-Q12024-Q22024-Q32025-Q12025-Q22025-Q32026-Q1

Figure provenance: SEC companyfacts. Latest point: FY 2026 ended 2026-03-31; accession 0001628280-26-034186; filed 2026-05-12. Concept: EarningsPerShareDiluted. Source concepts: us-gaap:EarningsPerShareDiluted.

Macro Cross-References

Latest quarter (10-Q)

Latest 10-Q source: 0001628280-26-034186.

Extracted from a later financial-section MD&A body after Item 2 boundaries were low-confidence. Confidence: high. Filing date: 2026-05-12. Report date: 2026-03-31.

MANAGEMENT’S DISCUSSION AND ANALYSIS OF FINANCIAL CONDITION AND RESULTS OF OPERATIONS

The following discussion and analysis of our financial condition and results of operations should be read in conjunction with our unaudited condensed consolidated financial statements and related notes included under Part I, Item 1 in this Quarterly Report on Form 10-Q and our audited consolidated financial statements and the related notes and the discussion under the heading “Management’s Discussion and Analysis of Financial Condition and Results of Operations” for the fiscal year ended December 31, 2025 included in the Annual Report on Form 10-K for the year ended December 31, 2025 (2025 Form 10-K). This discussion and analysis contains forward-looking statements based upon current beliefs, plans and expectations that involve risks, uncertainties and assumptions, such as statements regarding our plans, objectives, expectations, intentions and projections. Our actual results and the timing of selected events could differ materially from those anticipated in these forward-looking statements as a result of several factors, including those set forth under the heading “Risk Factors” in this Quarterly Report on Form 10-Q. You should carefully read the “Risk Factors” section of this Quarterly Report on Form 10-Q to gain an understanding of the important factors that could cause actual results to differ materially from forward-looking statements. Please also see the section under the heading “Cautionary Note Regarding Forward-Looking Statements” in the 2025 Form 10-K.

Unless the context otherwise requires, all references in this report to “we,” “us,” “our,” the “Company,” and “Arteris” refer to Arteris, Inc. and its subsidiaries.

Overview

We are a leading provider of semiconductor system IP, including interconnect and other intellectual property (collectively, System IP) technology. Our System IP technology manages on-chip communications and IP block deployments by helping to enable the underlying data movement across chiplets, single-die and multi-die System-on-Chip (SoC) semiconductors. Our leading proprietary System IP solutions achieve this by connecting various semiconductor IP blocks such as processors, memory and logic via multiple Network-on-Chips (NoCs) in order for our customers to meet functional design goals as well as performance and power requirements, while addressing design complexity with efficient and lower cost solutions.

Our SoC Integration Automation software solutions, which were significantly enhanced by our acquisitions of Magillem Design Services S.A. (Magillem) in 2020, Semifore, Inc., (Semifore) in 2022 and Cycuity, Inc. (Cycuity) in 2026, complement our interconnect IP solutions by helping to automate not only the customer configuration of its NoC interconnect but also the process of integrating and assembling all of the customer’s IP blocks into an SoC. Products incorporating our IP are used to carry most of the important data inside complex SoCs for sophisticated applications, including aerospace and defense, automotive, communications, consumer electronics, enterprise computing, and industrial markets.

As of March 31, 2026, we had 353 employees and offices in eleven locations in the United States, France, China, South Korea, Japan, Taiwan and Poland. For the three months ended March 31, 2026, we generated revenue of $22.9 million, net loss of $8.0 million, and net loss per share, basic and diluted of $0.17. As of March 31, 2026, we had Annual Contract Value (as defined below) and Annual Contract Value plus royalties of $84.9 million and $92.8 million, respectively. During the three months ended March 31, 2026, we had 25 Confirmed Design Starts (as defined below).

Acquisitions

On January 14, 2026, we completed the acquisition of Cycuity for a total consideration of approximately $43.1 million. The addition of Cycuity’s technology and expertise strengthens our product portfolio, enabling chip designers to understand and improve data movement security in chiplets and SoCs, and addresses a growing industry concern about the increasing volume of sophisticated cyberattacks targeting the vast amounts of unsecured data moving through semiconductors.

Factors Affecting Our Business

We believe that the growth of our business and our future success are dependent upon many factors including those described under “Risk Factors” and elsewhere in this report, in addition to those described below. While each of these factors presents significant opportunities for us, these factors also pose challenges that we must successfully address in order to sustain the growth of our business and enhance our results of operations.

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License Agreements with New and Existing Customers

Our ability to generate revenue from new license agreements, and the timing of such revenue, is subject to a number of factors, risks and contingencies. For new products, the time from initial development until we generate license revenue can be lengthy, typically between one and three years. In addition, because the selection process by our customers is typically lengthy and market requirements and alternative solutions available to customers for IP-based products change rapidly, we may be required to incur significant research and development expenditures in pursuit of new products over extended, multi-year periods of time with no assurance that our solutions will be successfully developed or ultimately selected by our customers. While we make efforts to observe market demand and market need trends, we cannot be certain that our investment in developing and testing new products will generate an adequate rate of return in the form of fees, royalties or other revenues, or any revenues. Moreover, the customer acquisition process has a typical duration of six to nine months; following this, a customer’s chip design cycle is typically between one to three years and may be delayed due to factors beyond our control, which may result in our customer’s product not reaching the market until long after we entered into a contract with such customer. Customers typically start shipping their products using our interconnect IP solutions between one to five years following completion of their product design, known as mass production, at which point we start to receive royalties; this typically lasts for up to seven years depending on the particular market. Any significant delay in the ramp-up of volume production of the customers’ products into which our product is designed could adversely affect our business due to delayed or significantly reduced revenues. Further, because the average selling prices of our products may decline over time, we consider new license agreements and new product launches to be critical to our future success and anticipate that for our newer products, we are and will remain highly dependent on market demand timing and revenue from new license agreements.

End Customer Product Demand and Market Conditions

Demand for our interconnect IP solutions and associated royalty revenue is highly dependent on market conditions in the end markets in which our customers operate. These end markets, which include the automotive, enterprise computing, communications, artificial intelligence and machine learning, consumer electronics, and industrial markets, are subject to a number of factors including end-product acceptance and sales, competitive pressures, supply chain issues and general market conditions. For example, our revenue has been supported by the increased need for more complex SoCs to enable sophisticated automated driving. If the demand in this market continues to grow, we anticipate it will continue to have a positive impact on our revenue. In contrast, if general market conditions deteriorate or other factors occur, such as supply chain issues and global trade restrictions resulting in fewer semiconductors utilizing our IP solutions being available for sale, our revenue would be adversely affected. Further, royalty revenue can be significantly impacted period to period due to changing trends in consumer spending, especially as it relates to the automotive, computing and consumer electronics markets.

Terms of our Agreements with Customers

Our revenue from period to period can be impacted by the terms of the agreements we enter into with our customers. As a result of how these contracts are structured and the revenue is recognized, our revenue in the three months ended March 31, 2026 may not be comparable to future periods if we do not enter into similar contractual agreements. Further, a meaningful percentage of our revenue is generated through royalty payments. Because the time between a new license agreement win and the customer’s end product being sold can be substantial, with sales of the end product being subject to a number of factors outside our control, our revenue from royalties is difficult to predict. As a result of the foregoing, revenue may fluctuate significantly from period to period and any increase or decrease in such revenue may not be indicative of future period-to-period increases or decreases.

Technological Development and Market Growth

We believe our growth has been and will continue to be driven by technology trends in our end markets. For example, the requirements of smaller die size, chiplet and multi-chip package design, lower power consumption, and a higher frequency of operation and management of critical net latency in a timely and cost-effective manner for on-chip processing in the automotive, enterprise computing, communications, consumer electronics, and industrial markets have resulted in increased SoC design complexity for chips used in these markets. This trend in turn has created increased demand for in-licensing commercial semiconductor design IP, which in turn has positively impacted our revenue and growth.

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In order to address rapid technological developments and expand our offerings, we have invested significantly in our research and development efforts. These investments, which continue to include growth in engineering headcount, have resulted in substantially increased research and development expenses. As we continue to invest in our technology and new product design efforts, we anticipate research and development expense will continue to increase on an absolute basis and as a percentage of revenue in the near term. In the medium to longer term, however, while we expect to increase our research and development expense on an absolute basis, we expect this expense to reduce as a percentage of revenue.

We will continue to evaluate growth opportunities through acquisitions of other businesses.

Impact of Operating Globally

We believe our products’ global footprint provides us with the opportunity to enter new markets and accelerate our growth. For the three months ended March 31, 2026, 58.5% of our revenue was derived from sales to customers outside of the United States and 23.8% of our revenue was derived from customers located in China, respectively. For 2025, 60.3% of our revenue was derived from sales to customers outside of the United States and 24.5% of our revenue was derived from customers located in China. While we believe operating internationally has beneficially impacted our results of operations, we are subject to inherent risks attributed to operating in a global economy. Further, our international operations have been, and may in the future continue to be, subject to restrictive government regulations. For example, U.S. export regulations, including regulations announced on October 7, 2022 (as further amended), that impose broad end-use and other restrictions on doing business with certain customers and facilities in China that develop or produce semiconductor chips or manufacturing equipment, may limit or adversely impact our ability to license or support our products to entities in or

[Excerpt truncated for page length; source filing is linked above.]

Latest 10-K MD&A

Extracted structurally from real Item 7 body heading to real Item 7A/8 boundary. Published MD&A gate trimmed front/tail over-capture. Confidence: high. Filing date: 2026-02-12. Report date: 2025-12-31.

Item 7. Management's Discussion and Analysis of Financial Condition and Results of Operations

The following discussion and analysis of our financial condition and results of operations should be read in conjunction with our consolidated financial statements and related notes included under Part II, Item 8 in this Annual Report on Form 10-K. This discussion and analysis contains forward-looking statements based upon current beliefs, plans and expectations that involve risks, uncertainties and assumptions, such as statements regarding our plans, objectives, expectations, intentions and projections. Our actual results and the timing of selected events could differ materially from those anticipated in these forward-looking statements as a result of several factors, including those set forth under the heading “Risk Factors” and elsewhere in this Annual Report on Form 10-K. You should carefully read the “Risk Factors” section of this Annual Report on Form 10-K to gain an understanding of the important factors that could cause actual results to differ materially from forward-looking statements. Please also see the section under the heading “Cautionary Note Regarding Forward-Looking Statements.”

Unless the context otherwise requires, all references in this report to “we,” “us,” “our,” the “Company,” and “Arteris” refer to Arteris, Inc. and its subsidiaries.

Overview

We are a leading provider of semiconductor system IP, including interconnect and other intellectual property (collectively, System IP) technology. Our System IP technology manages on-chip communications and IP block deployments by helping to enable the underlying data movement across chiplets, single-die and multi-die System-on-Chip (SoC) semiconductors. Our leading proprietary System IP solutions achieve this by connecting various semiconductor IP blocks such as processors, memory and logic via multiple Network-on-Chips (NoCs) in order for our customers to meet functional design goals as well as performance and power requirements, while addressing design complexity with efficient and lower cost solutions.

Our SoC Integration Automation software solutions, which were significantly enhanced by our acquisitions of Magillem Design Services S.A. (Magillem) in 2020, Semifore, Inc., (Semifore) in 2022 and Cycuity, Inc. (Cyuity) in 2026, complement our interconnect IP solutions by helping to automate not only the customer configuration of its NoC interconnect but also the process of integrating and assembling all of the customer’s IP blocks into an SoC. Products incorporating our IP are used to carry most of the important data inside complex SoCs for sophisticated applications, including aerospace and defense, automotive, communications, consumer electronics, enterprise computing, and industrial markets.

As of December 31, 2025, we had 299 employees and offices in eleven locations in the United States, France, China, South Korea, Japan, Taiwan and Poland. For the year ended December 31, 2025, we generated revenue of $70.6 million, net loss of $34.7 million and net loss per share, basic and diluted of $0.82. As of December 31, 2025, we had Annual Contract Value (as defined below) and Annual Contract Value plus royalties of $77.0 million and $83.6 million, respectively. During the year ended December 31, 2025, our customers had 83 Confirmed Design Starts (as defined below).

Acquisitions

On January 14, 2026, we completed the acquisition of Cycuity. Under the terms of the purchase agreement, we are obligated to pay an aggregate consideration up to $45.0 million, which includes $13.5 million in cash upon closing, $19.5 million in shares of our common stock upon closing and $12.0 million that is payable in shares of our common stock contingent upon Cycuity achieving certain specified booking milestones for the 2026 calendar year. On January 14, 2026, we completed the acquisition for which we paid $14.1 million in cash and issued 1.1 million shares of our common stock. The addition of Cycuity’s technology and expertise strengthens our product portfolio, enabling chip designers to understand and improve data movement security in chiplets and SoCs, and addresses a growing industry concern about the increasing volume of sophisticated cyberattacks targeting the vast amounts of unsecured data moving through semiconductors.

Factors Affecting Our Business

We believe that the growth of our business and our future success are dependent upon many factors including those described under “Risk Factors” and elsewhere in this report, in addition to those described below. While each of these factors presents significant opportunities for us, these factors also pose challenges that we must successfully address in order to sustain the growth of our business and enhance our results of operations.

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License Agreements with New and Existing Customers

Our ability to generate revenue from new license agreements, and the timing of such revenue, is subject to a number of factors, risks and contingencies. For new products, the time from initial development until we generate license revenue can be lengthy, typically between one and three years. In addition, because the selection process by our customers is typically lengthy and market requirements and alternative solutions available to customers for IP-based products change rapidly, we may be required to incur significant research and development expenditures in pursuit of new products over extended, multi-year periods of time with no assurance that our solutions will be successfully developed or ultimately selected by our customers. While we make efforts to observe market demand and market need trends, we cannot be certain that our investment in developing and testing new products will generate an adequate rate of return in the form of fees, royalties or other revenues, or any revenues. Moreover, the customer acquisition process has a typical duration of six to nine months; following this, a customer’s chip design cycle is typically between one to three years and may be delayed due to factors beyond our control, which may result in our customer’s product not reaching the market until long after we entered into a contract with such customer. Customers typically start shipping their products using our interconnect IP solutions between one to five years following completion of their product design, known as mass production, at which point we start to receive royalties; this typically lasts for up to seven years depending on the particular market. Any significant delay in the ramp-up of volume production of the customer’s products into which our product is designed could adversely affect our business due to delayed or significantly reduced revenues. Further, because the average selling prices of our products may decline over time, we consider new license agreements and new product launches to be critical to our future success and anticipate that for our newer products, we are and will remain highly dependent on market demand timing and revenue from new license agreements.

End Customer Product Demand and Market Conditions

Demand for our interconnect IP solutions and associated royalty revenue is highly dependent on market conditions in the end markets in which our customers operate. These end markets, which include the automotive, enterprise computing, communications, artificial intelligence and machine learning, consumer electronics, and industrial markets, are subject to a number of factors including end-product acceptance and sales, competitive pressures, supply chain issues and general market conditions. For example, our revenue has been supported by the increased need for more complex SoCs to enable sophisticated automated driving. If the demand in this market continues to grow, we anticipate it will continue to have a positive impact on our revenue. In contrast, if general market conditions deteriorate or other factors occur, such as supply chain issues and global trade restrictions resulting in fewer semiconductors utilizing our IP solutions being available for sale, our revenue would be adversely affected. Further, royalty revenue can be significantly impacted period to period due to changing trends in consumer spending, especially as it relates to the automotive, computing and consumer electronics markets.

Terms of our Agreements with Customers

Our revenue from period to period can be impacted by the terms of the agreements we enter into with our customers. As a result of how these contracts are structured and the revenue is recognized, our revenue in the year ended December 31, 2025, may not be comparable to future periods if we do not enter into similar contractual agreements. Further, a meaningful percentage of our revenue is generated through royalty payments. Because the time between a new license agreement win and the customer’s end product being sold can be substantial, with sales of the end product being subject to a number of factors outside our control, our revenue from royalties is difficult to predict. As a result of the foregoing, revenue may fluctuate significantly from period to period and any increase or decrease in such revenue may not be indicative of future period-to-period increases or decreases.

Technological Development and Market Growth

We believe our growth has been and will continue to be driven by technology trends in our end markets. For example, the requirements of smaller die size, chiplet and multi-chip package design, lower power consumption, and a higher frequency of operation and management of critical net latency in a timely and cost-effective manner for on-chip processing in the automotive, enterprise computing, communications, consumer electronics, and industrial markets have resulted in increased SoC design complexity for chips used in these markets. This trend in turn has created increased demand for in-licensing commercial semiconductor design IP, which in turn has positively impacted our revenue and growth.

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In order to address rapid technological developments and expand our offerings, we have invested significantly in our research and development efforts. These investments, which continue to include growth in engineering headcount, have resulted in substantially increased research and development expenses. As we continue to invest in our technology and new product design efforts, we anticipate research and development expense will continue to increase on an absolute basis and as a percentage of revenue in the near term. In the medium to longer term, however, while we expect to increase our research and development expense on an absolute basis, we expect this expense to reduce as a percentage of revenue.

We will continue to evaluate growth opportunities through acquisitions of other businesses.

Impact of Operating Globally

We believe our products’ global footprint provides us with the opportunity to enter new markets and accelerate our growth. For 2025, 60.3% of our revenue was derived from sales to customers outside of the United States and 24.5% of our revenue was derived from customers located in China, respectively. For 2024, 62.3% of our revenue was derived from sales to customers outside of the United States and 29.2% of our revenue was derived from customers located in China. While we believe operating internationally has beneficially impacted our results of operations, we are subject to inherent risks attributed to operating in a global economy. Further, our international operations have been, and may in the future continue to be, subject to restrictive government regulations. For example, U.S. export regulations, including regulations announced on October 7, 2022 (as further amended), that impose broad end-use and other restrictions on doing business with certain customers and facilities in China that develop or produce semiconductor chips or manufacturing equipment, may limit or adversely impact our ability to license or support our products to entities in or doing business with certain advanced AI or “supercomputer” design companies, foundries and manufacturers of assemblies and components in China. As a result of these restrictions, our customers may experience changes to or delays in their design projects, and we may face challenges to maintain our revenue and/or our revenue may decrease. Additionally, changes in legislation and regulation as well as the implementation of executive orders and other actions in the United States and other countries, including new trade policies and the imposition of tariffs, may increase costs or make it more difficult to export our products to certain countries.

Further, our global footprint and operations expose us to currency exchange rate movements given we have significant operating expenses denominated in foreign currencies. If the volume of our international operations remains the same or increases and foreign currency exchange rates change, especially the Euro, the impact to our consolidated statements of operations could be significant and may affect the comparability of operating results from period to period.

Cyclical Nature of the Semiconductor Industry

The semiconductor industry in which our customers operate is highly cyclical and is characterized by increasingly rapid technological change, regulatory uncertainty, product obsolescence, competitive pricing pressures, evolving industry standards, short product life cycles, and fluctuations in product supply and demand. New technology may result in sudden changes in system designs or platform changes that may render some of our IP solutions obsolete and require us to devote significant research and development resources to compete effectively. Periods of rapid growth and capacity expansion are occasionally followed by significant market corrections in which our customers’ sales decline, inventories accumulate, and facilities go underutilized. During an expansion cycle, we may increase research and development hiring to add to our product offerings or spend more on sales and marketing to acquire new customers. During periods of slower growth or industry contractions, our sales generally suffer due to a decrease in customers’ Confirmed Design Starts or in sales of our customers’ products.

Key Performance Indicators

We use the following key performance indicators to analyze our business performance and financial forecasts and to develop strategic plans, which we believe provide useful information to investors and others in understanding and evaluating our results of operations in the same manner as our management team. These key performance indicators are presented for supplemental informational purposes only, should not be considered a substitute for financial information presented in accordance with generally accepted accounting principles in the United States (GAAP), and may differ from similarly titled metrics or measures used by other companies, securities analysts, or investors.

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Annual Contract Value

We define Annual Contract Value (ACV) for an individual customer agreement as the total fixed fees under the agreement divided by the number of years in the agreement term. Our total ACV is the aggregate ACVs for all our customers as measured at a given point in time. Total fixed fees include licensing, support and maintenance and other fixed fees under IP licensing or software licensing agreements but exclude variable revenue derived from licensing agreements with customers, particularly royalties. ACV was $77.0 million and $60.7 million as of December 31, 2025, and 2024, respectively. In addition, total ACV plus royalties was $83.6 million and $65.1 million as of December 31, 2025, and 2024, respectively. ACV plus royalties is calculated based on ACV and the trailing-twelve-months variable royalties and other revenue. We monitor ACV to measure our success and believe the increase in the number shows our progress in expanding our customers’ adoption of our platform. We believe ACV provides investors with useful information to assess the strength and trajectory of our business as growth demonstrates the expansion of customer adoption of our platform. ACV fluctuates due to a number of factors, including the timing, duration and dollar amount of customer contracts.

Confirmed Design Starts

We define Confirmed Design Starts as when customers confirm their commencement of new semiconductor designs using our interconnect IP and notify us. Confirmed Design Starts is a metric management uses to assess the activity level of our customers in terms of the number of new semiconductor designs that are started using our interconnect IP in a given period. Our interconnect IP and NoC interface IP customer base contributed to a total of 83 and 76 design starts during the years ended December 31, 2025, and 2024, respectively. We believe that the number of Confirmed Design Starts is an important indicator of the growth of our business and future royalty revenue trends.

Remaining Performance Obligations

We define Remaining Performance Obligations (RPO) as the amount of contracted future revenue that has not yet been recognized, including deferred revenue, billed and unbilled cancelable and non-cancelable contracted amounts.

The RPO amount is intended to provide visibility into future revenue streams. We expect RPO to fluctuate up or down from period to period for several reasons, including variations in amounts, timing, and duration of customer contracts, as well as the timing of billing cycles for each contract. Our RPO was $116.8 million and $88.4 million as of December 31, 2025, and 2024, respectively.

Components of Our Results of Operations

Revenue: Our revenue is primarily derived from licensing intellectual property, licensing software, support and maintenance services, professional services, training services, and royalties. Our agreements often include other service elements including training and professional services which were immaterial for both the years ended December 31, 2025 and 2024.

Our interconnect solutions product arrangements provide customers the right to software licenses, services, and support and maintenance. We enter into licensing arrangements with customers that typically range from two to three years and generally consist of delivery of a design license that grants the customer the right to use the IP to design a contractually defined number of products, a right to access the benefits of its proprietary software tool (RTL), and support and maintenance services that provide the customer a significant benefit from ongoing access to Corporate Application Engineers (CAE) and Field Application Engineers (FAE) (collectively, Application Engineering Support Services) to perform certain verifications including benchmark performance, simulations and ultimately, through the RTL, instantiate designs into silicon over the design term.

Application Engineering Support Services are integral and fundamental to the customer’s ability to derive its intended benefit from the IP.

Besides Application Engineering Support Services, support and maintenance services also consist of a stand-ready obligation to provide technical support and software updates over the support term. Generally, the first year of technical support and software updates are bundled with and into the license fee with a customer option to renew additional years of support throughout the license term. However, we typically continue to provide technical support and software updates throughout the license term even if the customer does not renew these services in subsequent years, making the license term and support and maintenance term co-terminus.

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Revenues that are derived from the sale of a licensee’s products that incorporate our IP are classified as royalty revenues. Royalty revenues are recognized during the quarter in which the sale of the product incorporating the IP occurs. Royalties are calculated either as a percentage of the revenues received by a licensee’s sale of products incorporating the IP or on a per unit basis, as specified in the agreements with the licensees. For the majority of our royalty revenues, we receive the actual sales data from our customers after the quarter ends and account for it as unbilled receivables. When we do not receive actual sales data from the customer prior to the finalization of our financial statements, royalty revenues are recognized based on our estimation of the customer’s sales during the quarter.

Our SoC Integration Automation software products and CSRCompiler product arrangements provide customers with the right to software licenses, software updates and technical support. The software licenses are time-based with terms generally ranging from one to three years. These arrangements generally have two distinct performance obligations for us that consist of transferring the licensed software and the support and maintenance service. Support and maintenance services consist of a stand-ready obligation to provide technical support and software updates over the support term. The majority of our SoC Integration Automation software solutions contracts include termination rights that allow the customer to cancel and receive a pro-rata refund on support and maintenance services at the end of each month of the contract period, which results in a ratable recognition of the related license revenue over the contract term. We record obligations for refunds in accrued expenses and other current liabilities on the consolidated balance sheets.

Cost of revenue: Cost of revenue relates to costs associated with our licensing agreements and support and maintenance, including applicable application engineers’ personnel-related costs such as stock-based compensation, travel, amortization of developed technology acquired intangibles and allocated overhead. We expect cost of revenue as a percentage of revenue to modestly decline over time due to productivity improvements of our application engineering processes.

Allocation of Overhead Costs: Overhead costs that are not substantially dedicated for use by a specific functional group are allocated based on headcount. Such costs include costs associated with office facilities, depreciation of property and equipment, certain support function personnel costs and other expenses.

Research and development (R&D) expenses: R&D expenses consist primarily of salaries and associated personnel-related costs, facilities expenses associated with research and development activities, third-party project-related expenses connected with the development of our intellectual property which are expensed as incurred, stock-based compensation expense and other allocated costs. We expect R&D expenses to increase in absolute terms over the long term, and as a percentage of revenue in the short term. We expect R&D expenses to decrease as a percentage of revenue as certain new products are launched in the medium to long term.

Sales and marketing (S&M) expenses: S&M expenses consist primarily of salaries, commissions, travel and other costs associated with S&M activities, as well as advertising, trade show participation, public relations and other marketing activities, stock-based compensation expense and other allocated costs. We expect S&M expenses to increase in absolute terms but decrease as a percentage of revenue due to productivity improvements of our sales processes.

General and administrative (G&A) expenses: G&A expenses consist primarily of salaries for management and administrative employees, depreciation, insurance costs, accounting, legal and consulting fees, other professional service fees, expenses related to the development of corporate initiatives and facilities expenses associated with G&A activities, stock-based compensation expense, fees for directors and other allocated costs. We expect G&A expenses to increase as our business grows. In addition, we expect G&A expenses as a percentage of revenue to vary from period to period but generally decrease over the long term.

Interest expense: Interest expense consists primarily of interest expense on our vendor financing arrangements.

Other income (expense), net: Other income (expense), net consists primarily of interest income earned on our cash and cash equivalents and available-for-sale investments, gains and losses from foreign currency exchange, gain on deconsolidation of subsidiary, realized gains and losses from available-for-sale investments as well as deferred income.

Loss from equity method investment: Loss from equity method investment consists of our proportionate share of net losses from our equity method investee.

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Provision for income taxes: Our income tax provision consists primarily of income taxes in certain foreign jurisdictions in which we conduct business and includes foreign non-recoverable withholding taxes. We have a full valuation allowance against our U.S. federal and state deferred tax assets as the realization of the full amount of these deferred tax assets is uncertain, including net operating loss carryforwards and tax credits related primarily to research and development. We expect to maintain this full valuation allowance until it becomes more likely than not that the deferred tax assets will be realized.

Results of Operations

The following table summarizes our GAAP results of operations for the periods presented. The results below are not necessarily indicative of results to be expected for future periods.

Year ended December 31,
20252024
(in thousands)
Total revenue$70,579$57,724
Cost of revenue (1)6,8955,962
Gross profit63,68451,762
Operating expenses:
Research and development (1)49,90845,007
Sales and marketing (1)26,78220,796
General and administrative (1)20,13117,555
Total operating expenses96,82183,358
Loss from operations(33,137)(31,596)
Interest expense(193)(244)
Other income (expense), net2,8723,400
Loss before income taxes and loss from equity method investment(30,458)(28,440)
Loss from equity method investment, net of tax2,8132,698
Loss before income taxes(33,271)(31,138)
Provision for income taxes1,4752,500
Net loss$(34,746)$(33,638)

(1)Includes stock-based compensation expense as follows:

Year Ended December 31,
20252024
(in thousands)
Cost of revenue$877$783
Research and development7,9907,509
Sales and marketing4,4923,079
General and administrative5,0174,567
Total stock-based compensation$18,376$15,938

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The following table summarizes our results of operations as a percentage of total revenue for each of the periods indicated:

Year Ended December 31,
20252024
(as a percentage of total revenue)
Total revenue100%100%
Cost of revenue1010
Gross profit9090
Operating expenses:
Research and development7178
Sales and marketing3836
General and administrative2930
Total operating expenses138144
Loss from operations(48)(54)
Interest expense
Other income (expense), net46
Loss before income taxes and loss from equity method investment(44)(48)
Loss from equity method investment, net of tax45
Loss before income taxes(48)(53)
Provision for income taxes24
Net loss(50)%(57)%

Comparison of the Years Ended December 31, 2025, and 2024

Revenue

Year Ended December 31,Change
20252024$%
(in thousands)
Licensing, support and maintenance$63,859$52,815$11,04421%
Variable royalties6,5964,4052,19150%
Other124504(380)(75)%
Total$70,579$57,724$12,85522%

Revenue from licensing, support and maintenance increased by $11.0 million for the year ended December 31, 2025, compared to the year ended December 31, 2024. The increase in revenue from licensing, support and maintenance was primarily due to new license arrangements with existing customers and the addition of new customers. Growth in our variable royalty revenue was primarily due to an increase in product sales from certain existing customers and an increase of $0.3 million from a royalty audit. Other revenue decreased primarily due to revenue from professional services that was recognized during the year ended December 31, 2024, which did not repeat during the year ended December 31, 2025.

Cost of revenue

Year Ended December 31,Change
20252024$%
(in thousands)
Cost of revenue$6,895$5,962$93316%

Cost of revenue increased by $0.9 million, or 16%, for the year ended December 31, 2025, from $6.0 million for the year ended December 31, 2024. The increase in cost of revenue was primarily due to higher employee-related expenses, mainly driven by increased headcount of our application engineers.

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Operating expenses

Year Ended December 31,Change
20252024$%
(in thousands)
Research and development$49,908$45,007$4,90111%
Sales and marketing26,78220,7965,98629%
General and administrative20,13117,5552,57615%
Total operating expenses$96,821$83,358$13,46316%

Research and development expenses

R&D expenses increased by $4.9 million, or 11%, to $49.9 million for the year ended December 31, 2025, from $45.0 million for the year ended December 31, 2024. The increase in R&D expenses was primarily due to our investments in next generation products. We incurred higher employee-related costs of $4.1 million, mainly driven by increased headcount to support the growth of our business, higher stock-based compensation expense, one-time separation related charges and foreign exchange impact from weakening of the U.S. dollar against the Euro. We also incurred higher professional fees of $1.1 million. These increases were largely offset by higher R&D tax credits of $0.9 million granted to our subsidiary in France.

Sales and marketing expenses

S&M expenses increased by $6.0 million, or 29%, to $26.8 million for the year ended December 31, 2025, from $20.8 million for the year ended December 31, 2024. The increase in S&M expenses was primarily due to higher employee-related costs of $5.1 million mainly driven by increased headcount to support the growth of our business, higher stock-based compensation expense and one-time separation related charges.

General and administrative expenses

G&A expenses increased by $2.6 million, or 15%, to $20.1 million for the year ended December 31, 2025, from $17.6 million for the year ended December 31, 2024. The increase in G&A expenses was primarily due to higher legal and consulting services associated with acquisition-related activities of $1.4 million, higher employee-related costs of $0.8 million mainly driven by increased headcount to support the growth of our business and higher stock-based compensation expense of $0.5 million. These increases were partially offset by lower professional fees of $0.7 million.

Interest expense

Year Ended December 31,Change
20252024$%
(in thousands)
Interest expense$(193)$(244)$51(21)%

Interest expense for the year ended December 31, 2025, remained relatively flat compared to the year ended December 31, 2024.

Other income (expense), net

Year Ended December 31,Change
20252024$%
(in thousands)
Other income (expense), net$2,872$3,400$(528)(16)%

Other income (expense), net for the year ended December 31, 2025 was $2.9 million compared to $3.4 million for the year ended December 31, 2024. The decrease in other income (expense), net was primarily due to lower market interest rates on cash balances and lower interest income earned on our available-for-sale investments.

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Loss from equity method investment

Year Ended December 31,Change
20252024$%
(in thousands)
Loss from equity method investment$2,813$2,698$1154%

Loss from equity method investment remained relatively flat for the year ended December 31, 2025 compared to the year ended December 31, 2024. Such losses are expected to continue in the near future. Transchip's ability to continue its operations is dependent upon raising additional capital, which it currently expects to be able to raise.

Provision for income taxes

Year Ended December 31,Change
20252024$%
(in thousands)
Provision for income taxes$1,475$2,500$(1,025)(41)%

The provision for income taxes for the year ended December 31, 2025 was $1.5 million compared to $2.5 million for the year ended December 31, 2024. The decrease in our income tax expense was primarily due to changes in current year foreign withholding taxes and changes in income tax laws that allow the Company to deduct domestic R&D expenses during the year ended December 31, 2025.

Liquidity and Capital Resources

Since inception, we have financed operations primarily from payments received from our customers, the net proceeds from the sale of our common stock in the IPO as well as the net proceeds from the private issuance of our convertible preferred stock and common stock. As of December 31, 2025, we had $54.6 million in cash and cash equivalents and short-term investments of which $2.2 million was held by our foreign subsidiaries. In addition, as of December 31, 2025, we also had $4.9 million in long-term investments.

In December 2025, we filed a Registration Statement on Form S-3 covering the offering of up to $200.0 million of common stock, preferred stock, debt securities, warrants and units, which was declared effective by the SEC in December 2025 (the S-3 Registration Statement). In December 2025, we also entered into an Open Market Sales Agreement (the Sales Agreement) with Jefferies LLC as sales agent to sell shares of our common stock, from time to time, with aggregate gross sales proceeds of up to $75.0 million pursuant to the S-3 Registration Statement as an “at-the-market” offering under the Securities Act (the 2022 ATM Offering Program). For the year ended December 31, 2025, no shares had been sold pursuant to the Sales Agreement.

We believe our cash and cash equivalents, investments and cash provided by sales of our products will be sufficient to meet our expected working capital needs, capital expenditures, financial commitments and other liquidity requirements associated with our existing operations for at least the next 12 months. If these resources are not sufficient to satisfy our liquidity requirements, we may be required to seek additional financing. If we raise additional funds by issuing equity securities, our stockholders will experience dilution. Debt financing, if available, may contain covenants that significantly restrict our operations or our ability to obtain additional debt financing in the future. Any additional financing that we raise may contain terms that are not favorable to us or our stockholders. We cannot assure you that we would be able to obtain additional financing on terms favorable to us or our existing stockholders, or at all. See “Risk Factors —Risks Related to Our Business and Industry—Our ability to raise capital in the future may be limited and could prevent us from executing our growth strategy” for additional information.

Cash Flows

The following table summarizes changes in our cash flows for the periods indicated:

Year Ended December 31,
20252024
(in thousands)
Net cash provided by (used in) operating activities$6,733$(720)
Net cash provided by investing activities$12,028$970
Net cash provided by (used in) financing activities$1,417$(262)

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Operating Activities

Cash flows from operating activities may vary significantly from period to period depending on a variety of factors including the timing of our receipts and payments. Our ongoing cash outflows from operating activities primarily relate to payroll-related costs, payments for professional services, and obligations under our property leases. Our primary source of cash inflows is receipts from our customers. The timing of receipts of accounts receivable from customers is based upon the completion of agreed milestones or agreed dates as set forth in the contracts.

For the year ended December 31, 2025, net cash provided by operating activities was $6.7 million, primarily due to our net loss of $34.7 million, adjusted for non-cash charges of $23.6 million and $17.9 million changes in operating assets and liabilities. Non-cash charges primarily consisted of stock-based compensation of $18.4 million and depreciation and amortization of $3.4 million, loss from our equity method investment of $2.8 million, partially offset by amortization of deferred income of $1.2 million and net accretion of discounts on available-for-sale securities of $0.4 million. The drivers of the changes in operating assets and liabilities were a $19.7 million increase in deferred revenue, a $3.3 million increase in accrued expenses and other liabilities, and a $1.4 million decrease in accounts receivable, partially offset by a $6.3 million increase in prepaid expenses and other assets, and a $0.2 million decrease in accounts payable.

For the year ended December 31, 2024, net cash used in operating activities was $0.7 million, primarily due to our net loss of $33.6 million, adjusted for non-cash charges of $20.3 million and $12.6 million changes in operating assets and liabilities. Non-cash charges primarily consisted of stock-based compensation of $15.9 million and depreciation and amortization of $3.4 million, loss from our equity method investment of $2.7 million, partially offset by amortization of deferred income of $1.2 million and net accretion of discounts on available-for-sale securities of $0.7 million. The drivers of the changes in operating assets and liabilities were a $8.6 million increase in accounts receivable, and a $1.1 million increase in prepaid expenses and other assets, partially offset by a $18.9 million increase in deferred revenue, a $3.1 million increase in accrued expenses and other liabilities, and a $0.3 million decrease in accounts payable.

Investing Activities

Net cash provided by investing activities for the year ended December 31, 2025, was $12.0 million primarily attributable to $42.9 million of proceeds from maturities and sales of available-for-sale securities, partially offset by $29.5 million of purchases of available-for-sale securities, and $1.4 million of purchases of property and equipment.

Net cash provided by investing activities for the year ended December 31, 2024, was $1.0 million primarily attributable to $38.5 million of proceeds from maturities of available-for-sale securities, partially offset by $37.2 million of purchases of available-for-sale securities and certificate of deposit, and $0.3 million of purchases of property and equipment.

Financing Activities

For the year ended December 31, 2025, net cash provided by financing activities was $1.4 million, primarily attributable to proceeds from exercise of stock options and employee stock purchase plan, partially offset by principal payments under vendor financing arrangements.

For the year ended December 31, 2024, net cash used in financing activities was $0.3 million, primarily attributable to principal payments under vendor financing arrangements, partially offset by proceeds from exercise of stock options and employee stock purchase plan.

Off-Balance Sheet Arrangements

We did not have during the periods presented, and we do not currently have, any off-balance sheet financing arrangements or any relationships with unconsolidated entities or financial partnerships, including entities sometimes referred to as structured finance or special purpose entities, that were established for the purpose of facilitating off-balance sheet arrangements or other contractually narrow or limited purposes.

Contractual Obligations

Our principal commitments consist of obligations under our operating leases for office space and data center hosting space and vendor finance arrangements. Information regarding our lease commitments as of December 31, 2025, can be found in Note 9 to our consolidated financial statements included elsewhere in this Annual Report on Form 10-K. Our obligations as of December 31, 2025, under our vendor finance arrangements are described in Note 10 to our consolidated financial statements included elsewhere in this Annual Report on Form 10-K.

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Critical Accounting Estimates

Our consolidated financial statements are prepared in accordance with GAAP. The preparation of consolidated financial statements requires us to make certain estimates, judgments, and assumptions. We base our estimates on historical experience and on various other assumptions that we believe to be reasonable based upon information available to us at the time that these estimates, judgments, and assumptions are made. Our estimates and related judgments and assumptions are continually evaluated based on available information and experiences. However, actual amounts could differ from those estimates.

The following are the critical accounting policies requiring estimates, judgments, and assumptions that we believe have the most significant impact on our consolidated financial statements. For information on our significant accounting policies, see Note 2, Basis of Presentation and Summary of Significant Accounting Policies to our consolidated financial statements included elsewhere in this report.

Revenue Recognition

We recognize license revenues as we transfer control of deliverables (software and services) to our customers in an amount reflecting the consideration to which we expect to be entitled. To recognize revenues, we apply the following five step approach: (1) identify the contract with a customer, (2) identify the performance obligations in the contract, (3) determine the transaction price, (4) allocate the transaction price to the performance obligations in the contract, and (5) recognize revenue when a performance obligation is satisfied. We account for a contract when it has approval and commitment from all parties, the rights of the parties are identified, payment terms are identified, the contract has commercial substance and collectability of consideration is probable. We apply judgment in determining the customer’s ability and intention to pay based on a variety of factors including the customer’s historical payment experience.

Nature of Products and Services

Our revenue is primarily derived from licensing intellectual property, licensing software, support and maintenance services, professional services, training services, and royalties.

Design Solutions

Our interconnect solutions product arrangements provide customers the right to software licenses, services, and support and maintenance. We enter into licensing arrangements with customers that typically range from two to three years and generally consist of delivery of a design license that grants the customer the right to use the IP to design a contractually defined number of products, a right to access the benefits of its proprietary software tool (RTL), and support and maintenance services that provide the customer a significant benefit from ongoing access to Corporate Application Engineers (CAE) and Field Application Engineers (FAE) (collectively, Application Engineering Support Services) to perform certain verifications including benchmark performance, simulations and ultimately, through the RTL, instantiate designs into silicon over the design term.

Application Engineering Support Services are integral and fundamental to the customer’s ability to derive its intended benefit from the IP.

Besides Application Engineering Support Services, support and maintenance services also consist of a stand-ready obligation to provide technical support and software updates over the support term. Generally, the first year of technical support and software updates are bundled with and into the license fee with a customer option to renew additional years of support throughout the license term. However, we typically continue to provide technical support and software updates throughout the license term even if the customer does not renew these services in subsequent years, making the license term and support and maintenance term co-terminus.

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Considering the nature of the combined license and assisting our customers in applying our IP technology in our customers’ development environment and the relative significance thereof, we have concluded that our promise to provide an Interconnect Solutions IP license is not distinct from our obligation to provide the Application Engineering Support Services and benefits of the RTL. Customers cannot benefit from the design license on its own; the Interconnect Solutions IP, RTL, and the Application Engineering Support Services serve to fulfill our commitment to the customer, as they represent inputs to a single, combined performance obligation that commences upon the later of the arrangement effective date or transfer of the software license. Further, although technical support and software updates is a distinct performance obligation, it is accounted for as if it were part of a single performance obligation that includes the licenses, RTL and Application Engineering Support Services because the technical support and updates are provided in practice for the same period of time and have the same time-based pattern of transfer to the customer as the combined design license, RTL, and Application Engineering Support Services. Therefore, revenue from Interconnect Solutions IP licensing arrangements is recognized ratably over the design term.

Revenues that are derived from the sale of a licensee’s products that incorporate our IP are classified as royalty revenues. Royalty revenues are recognized during the quarter in which the sale of the product incorporating our IP occurs and are included in variable royalties and other in the consolidated statements of operations. Royalties are calculated either as a percentage of the revenues received by a licensee’s sale of products incorporating our IP or on a per unit basis, as specified in the agreements with the licensees. For the majority of our royalty revenues, we receive the actual sales data from our customers after the quarter ends and account for it as unbilled receivables. In such instances, we recognize royalty revenues based on our estimation of the customer’s sales during the quarter.

SoC Integration Automation Software Solutions

Our SoC Integration Automation software solutions and CSRCompiler product arrangements provide customers the right to software licenses, software updates and technical support. The software licenses are time-based licenses with terms generally ranging from one to three years. These arrangements generally have two distinct performance obligations that consist of transferring the licensed software and the support and maintenance service. Support and maintenance services consist of a stand-ready obligation to provide technical support and software updates over the support term. Majority of our SoC Integration Automation software solutions contracts include termination rights that allow the customer to cancel and receive a pro-rata refund on support and maintenance services at the end of each month of the contract period, which results in a ratable recognition of the related license revenue over the contract term. We record obligations for refunds in accrued expenses and other current liabilities on the consolidated balance sheets.

Professional Services

Our agreements may include service elements (other than maintenance and support services). These services include training, design assistance, and consulting. Services performed on a time and materials basis are recognized over the period the services are provided either using an output method such as labor hours, or a method that is otherwise consistent with the way in which value is delivered to the customer. Services performed on a fixed price basis are recognized over time, generally using costs incurred or hours expended to measure progress.

Multiple Performance Obligations

Most of our contracts with customers contain multiple performance obligations. For these contracts, we account for individual performance obligations separately, if they are distinct. The transaction price is allocated to the separate performance obligations on a relative standalone selling price basis, which are estimated considering multiple factors including observable industry pricing practices and internal pricing strategies and objectives. Standalone selling prices of professional services are typically estimated based on observable transactions when these services are sold on a standalone basis.

Transaction price

Revenue is recognized when, or as, control of a promised product or service transfers to a client, in an amount that reflects the consideration to which we expect to be entitled in exchange for transferring those products or services. If the consideration promised in a contract includes a variable amount, we estimate the amount to which we expect to be entitled using either the expected value or most likely amount method, to the extent it is probable that a significant reversal of cumulative revenue recognized will not occur. Generally, the transaction price of our contracts is fixed at the inception of the contract, except for variable royalties. Our contracts generally do not include terms that could cause variability in the transaction price.

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We assess the timing of the transfer of goods or services to the customer as compared to the timing of payments to determine whether a significant financing component exists. As a practical expedient, we do not assess the existence of a significant financing component when the difference between payment and transfer of deliverables is a year or less. If the difference in timing arises for reasons other than the provision of finance to either the customer or us, no financing component is deemed to exist. When contracts involve a significant financing component, we adjust the promised amount of consideration for the effects of the time value of money if the timing of payments agreed to by the parties to the contract (either explicitly or implicitly) provide the customer with a significant benefit of financing.

We report revenue net of any revenue-based taxes assessed by governmental authorities that are imposed on and concurrent with specific revenue-producing transactions.

In instances where foreign licensees withhold and remit taxes to local authorities in accordance with local laws and regulations, we recognize and present revenue on a gross basis, and include the withholding tax in income tax expense.

Flexible Spending Accounts

Some customers enter into a non-cancelable flexible spending account agreement (FSA Agreement) whereby the customer commits to a fixed dollar amount over a specified period of time that can be used to purchase from a list of our products or services. These agreements do not meet the definition of a revenue contract until the customer executes a separate order to identify the required products and services that they are purchasing. Each separate order under the agreement is treated as an individual contract and accounted for based on the respective performance obligations included within the FSA agreements.

Contract modifications

Our contracts may be modified to add, remove or change existing performance obligations. The accounting for modifications to our contracts involves assessing whether the products and services added to an existing contract are distinct and whether the pricing is at the standalone selling price. Products and services added that are not distinct are accounted for on a cumulative catch-up basis, while those that are distinct are accounted for prospectively, either as a separate contract if the additional services are priced at the standalone selling price, or as a termination of the existing contract and creation of a new contract if not priced at the standalone selling price. Our more significant contract modifications include extensions of the design license term and the purchase of additional years of support and maintenance.

Judgments

Our contracts with customers often include promises to transfer multiple products and services to a customer. Determining whether products and services are considered distinct performance obligations that should be accounted for separately versus together requires significant judgment. Judgment is also required to determine the standalone selling price for each distinct performance obligation.

Income Taxes

We account for income taxes under the asset and liability method. Under this method, deferred taxes are determined based on the temporary differences between the financial statement and tax basis of assets and liabilities using tax rates expected to be in effect during the years in which the basis differences are expected to reverse. The effect of a change in tax rates on deferred tax assets and liabilities is recognized in income in the period that includes the enactment date. We provide for a valuation allowance when it is more likely than not that some portion, or all of our deferred tax assets will not be realized. In making such determination, we consider all available positive and negative evidence, including future reversals of existing taxable temporary differences, projected future taxable income, tax-planning strategies, and results of recent operations. As of December 31, 2025, and 2024, we recorded a full valuation allowance against our U.S. federal, state, and certain foreign jurisdiction deferred tax assets.

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Equity Method Investments

We use the equity method to account for our investments in companies which we do not control but are deemed to have the ability to exercise significant influence over the operating and financial decisions of the investee.

We generally measure an investment in the common stock of an investee initially at cost. The carrying value of our equity method investments is reported in equity method investment on the consolidated balance sheets. We record our proportionate share of the income or loss in our equity method investments on a one-quarter lag. The cost is adjusted to recognize our proportionate share of the investee’s net income or loss after the date of investment. We assess investments for impairment whenever events or changes in circumstances indicate that the carrying value of an investment may not be recoverable.

Distributions received from an investee reduce the carrying value of an investment and are recorded in the consolidated statements of cash flows using the nature of distribution approach.

Goodwill and Intangible Assets

We test our goodwill and other indefinite-lived intangible assets for impairment during the last day of the third fiscal quarter each year or more frequently if events or changes in circumstances occur that would more likely than not reduce the fair value below its carrying value. We completed the most recent annual impairment test of goodwill at the reporting unit level. We have one reporting unit. We determined that our reporting unit had significant fair value in excess of carrying value. For the years ended December 31, 2025, and 2024, we did not have any goodwill or other indefinite-lived intangible assets impairment.

Acquired finite-lived intangible assets are amortized on a straight-line basis over the estimated useful lives of the assets, which range from five to eight years, unless the lives are determined to be indefinite. We routinely review the remaining estimated useful lives of finite-lived intangible assets. Amortization expenses are recorded operating expenses on the consolidated statements of operations.

Recently Issued and Adopted Accounting Pronouncements

For more information regarding recently issued accounting pronouncements, see Note 2, Basis of Presentation and Summary of Significant Accounting Policies to our consolidated financial statements included elsewhere in this report.

JOBS Act

We are an emerging growth company, as defined in the Jumpstart Our Business Startups (JOBS) Act. The JOBS Act provides that an emerging growth company can take advantage of an extended transition period for complying with new or revised accounting standards. This provision allows an emerging growth company to delay the adoption of some accounting standards until those standards would otherwise apply to private companies. We have elected to use the extended transition period under the JOBS Act for the adoption of certain accounting standards until the earlier of the date we (i) are no longer an emerging growth company or (ii) affirmatively and irrevocably opt out of the extended transition period provided in the JOBS Act. See Note 2, Basis of Presentation and Summary of Significant Accounting Policies, in the notes to our consolidated financial statements included elsewhere in this Annual Report on Form 10-K. As a result, our financial statements may not be comparable to companies that comply with new or revised accounting pronouncements as of public company effective dates.

MD&A history

Prior-year 10-K MD&A spans are extracted from SEC filings with the same bounded parser used for the latest filing. The latest 10-K appears above; prior years are below.

FY 2024 10-K MD&A

SEC filing source: 0001667011-25-000010.

Extracted structurally from real Item 7 body heading to real Item 7A/8 boundary. Published MD&A gate trimmed front/tail over-capture. Confidence: high. Filing date: 2025-02-18. Report date: 2024-12-31.

Item 7. Management's Discussion and Analysis of Financial Condition and Results of Operations

The following discussion and analysis of our financial condition and results of operations should be read in conjunction with our consolidated financial statements and related notes included under Part II, Item 8 in this Annual Report on Form 10-K. This discussion and analysis contains forward-looking statements based upon current beliefs, plans and expectations that involve risks, uncertainties and assumptions, such as statements regarding our plans, objectives, expectations, intentions and projections. Our actual results and the timing of selected events could differ materially from those anticipated in these forward-looking statements as a result of several factors, including those set forth under the heading “Risk Factors” and elsewhere in this Annual Report on Form 10-K. You should carefully read the “Risk Factors” section of this Annual Report on Form 10-K to gain an understanding of the important factors that could cause actual results to differ materially from forward-looking statements. Please also see the section under the heading “Cautionary Note Regarding Forward-Looking Statements.”

Unless the context otherwise requires, all references in this report to “we,” “us,” “our,” the “Company,” and “Arteris” refer to Arteris, Inc. and its subsidiaries.

Overview

We are a leading provider of semiconductor system IP, including interconnect and other intellectual property, (collectively, System IP) technology. Our System IP technology manages the on-chip communications and IP block deployments in System-on-Chip (SoC) semiconductors and systems of chiplets. Our leading proprietary System IP solutions achieve this by connecting client IP blocks such as processors, memories, artificial intelligence/machine learning (AI/ML) accelerators, graphics subsystems, safety and security, and other input/output subsystems (I/Os) via multiple Networks-on-Chips (NoCs) in order for our customers to experience faster SoC targeting, as well as, more efficient, and lower cost solutions. Growth for our solutions is being driven by growing SoC sophistication and associated complexity, now extending into disaggregation of SoCs into systems which implement the communication protocol aspects and partner with industry leading providers like Synopsys, Cadence, Alphawave and others to connect to their die-to-die interfaces. The addition of more processors, channels of memory access, machine learning sections, additional I/Os interface standards, and other subsystems within SoCs is driving the need for more advanced System IP, including NoC interconnect IP’s. The growth in the numbers of these connected on-chip subsystems places an increasing premium on the interconnect IP capability to move data inside complex SoCs. We believe this increase in SoC complexity has created a significant opportunity for sophisticated System IP solutions that incorporate NoC interconnect IP, SoC Integration Automation software (SIA) (formerly IP deployment software) and NoC interface IP (consisting of peripheral data transport IP and control plane networks connected to NoC interconnect IPs). Moreover, our technology can also provide more cost-effective solutions and reduce the risks of building and maintaining in-house NoC teams, which we believe has positively contributed to our market segment share growth.

Our SIA solutions, which were significantly enhanced by our acquisition of Magillem Design Services S.A. (Magillem) in 2020, complement our interconnect IP solutions by helping to automate not only the customer configuration of its NoC interconnect but also the process of integrating and assembling all of the customer’s IP blocks into an SoC. Products incorporating our IP are used to carry most of the important data inside complex SoCs for sophisticated applications, including automotive, enterprise computing, communications, consumer electronics, and industrial markets.

As of December 31, 2024, we had 267 employees and offices in ten locations in the United States, France, China, South Korea, Japan and Taiwan. For the year ended December 31, 2024, we generated revenue of $57.7 million, net loss of $33.6 million and net loss per share, basic and diluted of $0.86. As of December 31, 2024, we had Annual Contract Value (as defined below) and Annual Contract Value plus royalties of $60.7 million and $65.1 million, respectively. During the year ended December 31, 2024, we added 10 net new Active Customers (as defined below), and our customers had 76 Confirmed Design Starts (as defined below).

Factors Affecting Our Business

We believe that the growth of our business and our future success are dependent upon many factors including those described under “Risk Factors” and elsewhere in this report, in addition to those described below. While each of these factors presents significant opportunities for us, these factors also pose challenges that we must successfully address in order to sustain the growth of our business and enhance our results of operations.

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License Agreements with New and Existing Customers

Our ability to generate revenue from new license agreements, and the timing of such revenue, is subject to a number of factors, risks and contingencies. For new products, the time from initial development until we generate license revenue can be lengthy, typically between one and three years. In addition, because the selection process by our customers is typically lengthy and market requirements and alternative solutions available to customers for IP-based products change rapidly, we may be required to incur significant research and development expenditures in pursuit of new products over extended, multiyear periods of time with no assurance that our solutions will be successfully developed or ultimately selected by our customers. While we make efforts to observe market demand and market need trends, we cannot be certain that our investment in developing and testing new products will generate an adequate rate of return in the form of fees, royalties or other revenues, or any revenues. Moreover, the customer acquisition process has a typical duration of six to nine months; following this, a customer’s chip design cycle is typically between one to three years and may be delayed due to factors beyond our control, which may result in our customer’s product not reaching the market until long after we entered into a contract with such customer. Customers typically start shipping their products using our interconnect IP solutions between one to five years following completion of their product design, known as mass production, at which point we start to receive royalties; this typically lasts for up to seven years depending on the particular market. Any significant delay in the ramp-up of volume production of the customer’s products into which our product is designed could adversely affect our business due to delayed or significantly reduced revenues. Further, because the average selling prices of our products may decline over time, we consider new license agreements and new product launches to be critical to our future success and anticipate that for our newer products, we are and will remain highly dependent on market demand timing and revenue from new license agreements.

End Customer Product Demand and Market Conditions

Demand for our interconnect IP solutions and associated royalty revenue is highly dependent on market conditions in the end markets in which our customers operate. These end markets, which include the automotive, enterprise computing, communications, artificial intelligence and machine learning, consumer electronics, and industrial markets, are subject to a number of factors including end-product acceptance and sales, competitive pressures, supply chain issues and general market conditions. For example, our revenue has been supported by the increased need for more complex SoCs to enable sophisticated automated driving. If the demand in this market continues to grow, we anticipate it will continue to have a positive impact on our revenue. In contrast, if general market conditions deteriorate or other factors occur, such as supply chain issues and global trade restrictions resulting in fewer semiconductors utilizing our IP solutions being available for sale, our revenue would be adversely affected.

Terms of our Agreements with Customers

Our revenue from period to period can be impacted by the terms of the agreements we enter into with our customers. For example, in 2023 we made certain changes to SIA agreements that result in the ratable recognition of the related license revenue over the contract term. As a result of how these contracts are structured and the revenue is recognized, our revenue in the year ended December 31, 2024, may not be comparable to future periods if we do not enter into similar contractual agreements. Further, a meaningful percentage of our revenue is generated through royalty payments. Because the time between a new license agreement win and the customer’s end product being sold can be substantial, with sales of the end product being subject to a number of factors outside our control, our revenue from royalties is difficult to predict. As a result of the foregoing, revenue may fluctuate significantly from period to period and any increase or decrease in such revenue may not be indicative of future period-to-period increases or decreases.

Technological Development and Market Growth

We believe our growth has been and will continue to be driven by technology trends in our end markets. For example, the requirements of smaller die size, lower power consumption, a higher frequency of operation and management of critical net latency in a timely and cost-effective manner for on-chip processing in the automotive, enterprise computing, communications, consumer electronics, and industrial markets have resulted in increased SoC design complexity for chips used in these markets. This trend in turn has created increased demand for in-licensing commercial semiconductor design IP, which in turn has positively impacted our revenue and growth.

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In order to address technological developments such as the above and expand our offerings, we have invested significantly in our research and development efforts. These investments, which continue to include growth in engineering headcount, have resulted in substantially increased research and development expenses in recent periods. As we continue to invest in our technology and new product design efforts, we anticipate research and development expense will continue to increase on an absolute basis and as a percentage of revenue in the near term. In the medium to longer term, however, while we expect to increase our research and development expense on an absolute basis, we expect this expense to reduce as a percentage of revenue.

We will continue to evaluate growth opportunities through acquisitions of other businesses.

Impact of Operating Globally

We believe our products’ global footprint provides us with the opportunity to enter new markets and accelerate our growth. For 2024, 62.3% of our revenue was derived from sales to customers outside of the United States and 29.2% of our revenue was derived from customers located in China. For 2023, 65.4% of our revenue was derived from sales to customers outside of the United States and 31.1% of our revenue was derived from customers located in China. While we believe operating internationally has beneficially impacted our results of operations, we are subject to inherent risks attributed to operating in a global economy. Further, our international operations have been, and may in the future continue to be, subject to restrictive government regulations. For example, U.S. export regulations, including regulations announced on October 7, 2022 (as further amended), that impose broad end-use and other restrictions on doing business with certain customers and facilities in China that develop or produce semiconductor chips or manufacturing equipment, may limit or adversely impact our ability to license or support our products to entities in or doing business with certain advanced AI or “supercomputer” design companies, foundries and manufacturers of assemblies and components in China. As a result of these restrictions, our customers may experience changes to or delays in their design projects, and we may face challenges to maintain our revenue and/or our revenue may decrease.

Cyclical Nature of the Semiconductor Industry

The semiconductor industry in which our customers operate is highly cyclical and is characterized by increasingly rapid technological change, product obsolescence, competitive pricing pressures, evolving standards, short product life cycles, and fluctuations in product supply and demand. New technology may result in sudden changes in system designs or platform changes that may render some of our IP solutions obsolete and require us to devote significant research and development resources to compete effectively. Periods of rapid growth and capacity expansion are occasionally followed by significant market corrections in which our customers’ sales decline, inventories accumulate, and facilities go underutilized. During an expansion cycle, we may increase research and development hiring to add to our product offerings or spend more on sales and marketing to acquire new customers. During periods of slower growth or industry contractions, our sales generally suffer due to a decrease in customers’ Confirmed Design Starts or in sales of our customers’ products.

Key Performance Indicators

We use the following key performance indicators to analyze our business performance and financial forecasts and to develop strategic plans, which we believe provide useful information to investors and others in understanding and evaluating our results of operations in the same manner as our management team. These key performance indicators are presented for supplemental informational purposes only, should not be considered a substitute for financial information presented in accordance with generally accepted accounting principles in the United States (GAAP), and may differ from similarly titled metrics or measures used by other companies, securities analysts, or investors.

Annual Contract Value

We define Annual Contract Value (ACV) for an individual customer agreement as the total fixed fees under the agreement divided by the number of years in the agreement term. Our total ACV is the aggregate ACVs for all our customers as measured at a given point in time. Total fixed fees include licensing, support and maintenance and other fixed fees under IP licensing or software licensing agreements but exclude variable revenue derived from licensing agreements with customers, particularly royalties. ACV was $60.7 million and $50.9 million as of December 31, 2024, and 2023, respectively. In addition, total ACV plus royalties was $65.1 million and $56.1 million as of December 31, 2024, and 2023, respectively. ACV plus royalties is calculated based on ACV and the trailing-twelve-months variable royalties and other revenue. We monitor ACV to measure our success and believe the increase in the number shows our progress in expanding our customers’ adoption of our platform. We believe ACV provides investors with useful information to assess the strength and trajectory of our business as growth demonstrates the expansion of customer adoption of our platform. ACV fluctuates due to a number of factors, including the timing, duration and dollar amount of customer contracts.

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Active Customers

We define Active Customers as customers who have entered into a license agreement with us that remains in effect. The retention and expansion of our relationships with existing customers are key indicators of our revenue potential. We added 10 and 23 net new Active Customers during the years ended December 31, 2024, and 2023, respectively.

Confirmed Design Starts

We define Confirmed Design Starts as when customers confirm their commencement of new semiconductor designs using our interconnect IP and notify us. Confirmed Design Starts is a metric management uses to assess the activity level of our customers in terms of the number of new semiconductor designs that are started using our interconnect IP in a given period. Our interconnect IP and NoC interface IP customer base contributed to a total of 76 and 95 design starts during the years ended December 31, 2024, and 2023, respectively. We believe that the number of Confirmed Design Starts is an important indicator of the growth of our business and future royalty revenue trends.

Remaining Performance Obligations

We define Remaining Performance Obligations (RPO) as the amount of contracted future revenue that has not yet been recognized, including deferred revenue, billed and unbilled cancelable and non-cancelable contracted amounts.

The RPO amount is intended to provide visibility into future revenue streams. We expect RPO to fluctuate up or down from period to period for several reasons, including amounts, timing, and duration of customer contracts, as well as the timing of billing cycles for each contract. Our RPO was $88.4 million and $72.7 million as of December 31, 2024, and 2023, respectively.

Components of Our Results of Operations

Revenue: Our revenue is primarily derived from licensing intellectual property, licensing software, support and maintenance services, professional services, training services, and royalties. Our agreements often include other service elements including training and professional services which were immaterial for both the years ended December 31, 2024 and 2023.

Our interconnect solutions product arrangements provide customers the right to software licenses, services, and support and maintenance. We enter into licensing arrangements with customers that typically range from two to three years and generally consist of delivery of a design license that grants the customer the right to use the IP to design a contractually defined number of products, a right to access the benefits of its proprietary software tool (RTL), and support and maintenance services that provide the customer a significant benefit from ongoing access to Corporate Application Engineers (CAE) and Field Application Engineers (FAE) (collectively, Application Engineer Support Services) to perform certain verifications including benchmark performance, simulations and ultimately, through the RTL, instantiate designs into silicon over the design term.

Application Engineer Support Services are integral and fundamental to the customer’s ability to derive its intended benefit from the IP. Besides Application Engineer Support Services, support and maintenance services also consist of a stand-ready obligation to provide technical support and software updates over the support term. Generally, the first year of technical support and software updates are bundled with and into the license fee with a customer option to renew additional years of support throughout the license term. However, we may continue to provide technical support and software updates throughout the license term even if the customer does not renew these services in subsequent years, making the license term and support and maintenance term co-terminus.

Revenues that are derived from the sale of a licensee’s products that incorporate our IP are classified as royalty revenues. Royalty revenues are recognized during the quarter in which the sale of the product incorporating the IP occurs. Royalties are calculated either as a percentage of the revenues received by a licensee’s sale of products incorporating the IP or on a per unit basis, as specified in the agreements with the licensees. For the majority of our royalty revenues, we receive the actual sales data from our customers after the quarter ends and account for it as unbilled receivables. When we do not receive actual sales data from the customer prior to the finalization of our financial statements, royalty revenues are recognized based on our estimation of the customer’s sales during the quarter.

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Our SIA products and CSRCompiler product arrangements provide customers with the right to software licenses, software updates and technical support. The software licenses are time-based licenses with terms generally ranging from one to three years. These arrangements generally have two distinct performance obligations that consist of transferring the licensed software and the support and maintenance service. Support and maintenance services consist of a stand-ready obligation to provide technical support and software updates over the support term. Majority of our SIA solutions contracts include termination rights that allow the customer to cancel and receive a pro-rata refund on support and maintenance services at the end of each month of the contract period, which results in a ratable recognition of the related license revenue over the contract term.

Cost of revenue: Cost of revenue relates to costs associated with our licensing agreements and support and maintenance, including applicable FAE personnel-related costs such as stock-based compensation, travel, amortization of developed technology acquired intangibles and allocated overhead. We expect cost of revenue as a percentage of revenue to modestly decline over time due to productivity improvements of our FAE processes.

Allocation of Overhead Costs: Overhead costs that are not substantially dedicated for use by a specific functional group are allocated based on headcount. Such costs include costs associated with office facilities, depreciation of property and equipment, certain support function personnel costs and other expenses.

Research and development (R&D) expenses: R&D expenses consist primarily of salaries and associated personnel-related costs, facilities expenses associated with research and development activities, third-party project-related expenses connected with the development of our intellectual property which are expensed as incurred, and stock-based compensation expense and other allocated costs. We expect R&D expenses to increase in absolute terms and as a percentage of revenue in the short term and to continue to increase in absolute terms in the medium to long term but decrease as a percentage of revenue as certain new products are launched.

Sales and marketing (S&M) expenses: S&M expenses consist primarily of salaries, commissions, travel and other costs associated with S&M activities, as well as advertising, trade show participation, public relations, and other marketing costs, stock-based compensation expenses and other allocated costs. We expect S&M expenses to increase in absolute terms but decrease as a percentage of revenue due to productivity improvements of our sales processes.

General and administrative (G&A) expenses: G&A expenses consist primarily of salaries for management and administrative employees, depreciation, insurance costs, accounting, legal and consulting fees, other professional service fees, expenses related to the development of corporate initiatives and facilities expenses associated with G&A activities and stock-based compensation expense, fees for directors and other allocated costs.

We incur additional expenses as a result of operating as a public company, including costs to comply with the rules and regulations applicable to companies listed on a national securities exchange, costs related to compliance and reporting obligations, and increased expenses for additional G&A personnel, directors’ and officers’ insurance, investor relations, and professional services. We expect G&A expenses to increase as our business grows. In addition, we expect G&A expenses as a percentage of revenue to vary from period to period but generally decrease over the long term.

Interest expense: Interest expense consists primarily of interest expense on our vendor financing arrangements.

Other income (expense), net: Other income (expense), net consists primarily of interest income earned on our cash and cash equivalents and available-for-sale investments, gains and losses from foreign currency exchange, gain on deconsolidation of subsidiary, realized gains and losses from available-for-sale investments as well as deferred income.

Loss from equity method investment: Loss from equity method investment consists of our proportionate share of net losses from our equity method investee.

Provision for income taxes: Our income tax provision consists primarily of income taxes in certain foreign jurisdictions in which we conduct business and includes foreign non-recoverable withholding taxes. We have a full valuation allowance against our U.S. federal and state deferred tax assets as the realization of the full amount of these deferred tax assets is uncertain, including net operating loss carryforwards and tax credits related primarily to research and development. We expect to maintain this full valuation allowance until it becomes more likely than not that the deferred tax assets will be realized.

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Results of Operations

The following table summarizes our GAAP results of operations for the periods presented. The results below are not necessarily indicative of results to be expected for future periods.

Year ended December 31,
20242023
(in thousands)
Total revenue$57,724$53,666
Cost of revenue (1)5,9625,077
Gross profit51,76248,589
Operating expenses:
Research and development (1)45,00745,128
Sales and marketing (1)20,79620,659
General and administrative (1)17,55517,944
Total operating expenses83,35883,731
Loss from operations(31,596)(35,142)
Interest expense(244)(211)
Other income (expense), net3,4003,558
Loss before income taxes and loss from equity method investment(28,440)(31,795)
Loss from equity method investment, net of tax2,6983,397
Provision for income taxes2,5001,677
Net loss$(33,638)$(36,869)

(1)Includes stock-based compensation expense as follows:

Year Ended December 31,
20242023
(in thousands)
Cost of revenue$783$556
Research and development7,5097,324
Sales and marketing3,0792,712
General and administrative4,5673,943
Total stock-based compensation$15,938$14,535

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The following table summarizes our results of operations as a percentage of total revenue for each of the periods indicated:

Year Ended December 31,
20242023
(as a percentage of total revenue)
Total revenue100%100%
Cost of revenue109
Gross profit9091
Operating expenses:
Research and development7884
Sales and marketing3638
General and administrative3033
Total operating expenses144155
Loss from operations(54)(64)
Interest expense
Other income (expense), net67
Loss before income taxes and loss from equity method investment(48)(57)
Loss from equity method investment, net of tax56
Provision for income taxes43
Net loss(57)%(66)%

Comparison of the Years Ended December 31, 2024, and 2023

Revenue

Year Ended December 31,Change
20242023$%
(in thousands)
Licensing, support and maintenance$52,815$48,273$4,5429%
Variable royalties4,4055,158(753)(15)%
Other504235269114%
Total$57,724$53,666$4,0588%

Revenue from licensing, support and maintenance increased $4.5 million for the year ended December 31, 2024, compared to the year ended December 31, 2023. The increase was primarily due to new license arrangements with existing customers, and the addition of new customers. The decline in variable royalty revenue was primarily due to revenue from royalty audits in the year ended December 31, 2023. Other revenue increased for the year ended December 31, 2024, compared to the year ended December 31, 2023, due to timing of completion of professional services.

Cost of revenue

Year Ended December 31,Change
20242023$%
(in thousands)
Cost of revenue$5,962$5,077$88517%

Cost of revenue increased $0.9 million or 17% for the year ended December 31, 2024, from $5.1 million for the year ended December 31, 2023 The increase in cost of revenue during the year ended December 31, 2024, was primarily due to higher FAE employee-related expenses.

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Operating expenses

Year Ended December 31,Change
20242023$%
(in thousands)
Research and development$45,007$45,128$(121)%
Sales and marketing20,79620,6591371%
General and administrative17,55517,944(389)(2)%
Total operating expenses$83,358$83,731$(373)%

Research and development expenses

R&D expenses decreased $0.1 million, to $45.0 million for the year ended December 31, 2024, from $45.1 million for the year ended December 31, 2023. The decrease in R&D expenses was primarily attributable to $0.9 million of grants received by our subsidiary in France for R&D projects, which were partially offset by higher professional fees of $0.4 million, higher employee-related costs of $0.4 million, including stock-based compensation expense .

Sales and marketing expenses

S&M expenses increased $0.1 million, or 1%, to $20.8 million for the year ended December 31, 2024, from $20.7 million for the year ended December 31, 2023. The increase in S&M expenses was primarily due to higher company-wide event costs of $0.1 million related to an in-person sales event.

General and administrative expenses

G&A expenses decreased $0.4 million, or 2%, to $17.6 million for the year ended December 31, 2024, from $17.9 million for the year ended December 31, 2023. The decrease in G&A expenses was primarily due to lower professional fees of $1.1 million, predominantly related to our intellectual property litigation, and lower directors and officers liability insurance expenses of $0.4 million, partially offset by higher employee-related costs of $1.0 million including stock-based compensation expense of $0.6 million.

Interest expense

Year Ended December 31,Change
20242023$%
(in thousands)
Interest expense$(244)$(211)$(33)16%

Interest expense for the year ended December 31, 2024, remained relatively flat compared to the year ended December 31, 2023.

Other income (expense), net

Year Ended December 31,Change
20242023$%
(in thousands)
Other income (expense), net$3,400$3,558$(158)(4)%

Other income (expense), net for the year ended December 31, 2024, remained relatively flat compared to the year ended December 31, 2023.

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Loss from equity method investment

Year Ended December 31,Change
20242023$%
(in thousands)
Loss from equity method investment$2,698$3,397$(699)(21)%

Loss from equity method investment was $2.7 million for the year ended December 31, 2024, compared to $3.4 million for the year ended December 31, 2023, representing our proportionate share of Transchip’s net loss during the trailing twelve months ended September 30, 2024. Such losses are expected to continue in the near future.

Provision for income taxes

Year Ended December 31,Change
20242023$%
(in thousands)
Provision for income taxes$2,500$1,677$82349%

The provision for income taxes for the year ended December 31, 2024 was $2.5 million, compared to $1.7 million for the year ended December 31, 2023. The increase in our income tax expense was primarily due to changes in current year foreign withholding taxes which are creditable in foreign jurisdictions and changes in uncertain tax positions during the year ended December 31, 2024.

On October 8, 2021, the Organization for Economic Co-operation and Development ("OECD") released a statement on the OECD/G20 Inclusive Framework on Base Erosion and Profit Shifting, which agreed to a two-pillar solution to address tax challenges of the digital economy. On December 20, 2021, the OECD released Pillar Two model rules defining a 15 percent global minimum tax rate for large multinational corporations. The OECD continues to release additional guidance, and countries are implementing legislation with widespread adoption of the Pillar Two Framework and additional countries continue to adopt the Framework. The Company is not subject to the Pillar Two Framework as it does not meet the minimum revenue requirement to be subject to the Framework.

Liquidity and Capital Resources

Since inception, we have financed operations primarily from payments received from our customers, the net proceeds from the sale of our common stock in the IPO as well as the net proceeds from the private issuance of our convertible preferred stock and common stock. As of December 31, 2024, we had $43.8 million in cash and cash equivalents and short-term investments of which $2.4 million was held by our foreign subsidiaries. In addition, as of December 31, 2024, we also had $8.5 million in long-term investments.

We believe our cash and cash equivalents, investments and cash provided by sales of our products will be sufficient to meet our expected working capital needs, capital expenditures, financial commitments and other liquidity requirements associated with our existing operations for at least the next 12 months. If these resources are not sufficient to satisfy our liquidity requirements, we may be required to seek additional financing. If we raise additional funds by issuing equity securities, our stockholders will experience dilution. Debt financing, if available, may contain covenants that significantly restrict our operations or our ability to obtain additional debt financing in the future. Any additional financing that we raise may contain terms that are not favorable to us or our stockholders. We cannot assure you that we would be able to obtain additional financing on terms favorable to us or our existing stockholders, or at all. See “Risk Factors —Risks Related to Our Business and Industry—Our ability to raise capital in the future may be limited and could prevent us from executing our growth strategy” for additional information.

Cash Flows

The following table summarizes changes in our cash flows for the periods indicated:

Year Ended December 31,
20242023
(in thousands)
Net cash used in operating activities$(720)$(15,729)
Net cash provided by (used in) investing activities$970$(4,691)
Net cash used in financing activities$(262)$(2,919)

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Operating Activities

Cash flows from operating activities may vary significantly from period to period depending on a variety of factors including the timing of our receipts and payments. Our ongoing cash outflows from operating activities primarily relate to payroll-related costs, payments for professional services and obligations under our property leases. Our primary source of cash inflows is receipts from our customers. The timing of receipts of accounts receivable from customers is based upon the completion of agreed milestones or agreed dates as set forth in the contracts.

For the year ended December 31, 2024, net cash used in operating activities was $0.7 million, primarily due to our net loss of $33.6 million, adjusted for non-cash charges of $20.3 million and $12.6 million changes in operating assets and liabilities. Non-cash charges primarily consisted of stock-based compensation of $15.9 million and depreciation and amortization of $3.4 million, loss from our equity method investment of $2.7 million, partially offset by amortization of deferred income of $1.2 million and net accretion of discounts on available-for-sale securities of $0.7 million. The drivers of the changes in operating assets and liabilities were a $8.6 million increase in accounts receivable, and a $1.1 million increase in prepaid expenses and other assets, partially offset by a $18.9 million increase in deferred revenue, a $3.1 million increase in accrued expenses and other liabilities, and a $0.3 million decrease in accounts payable.

For the year ended December 31, 2023, net cash used in operating activities was $15.7 million, primarily due to our net loss of $36.9 million, adjusted for non-cash charges of $19.2 million and $1.9 million changes in operating assets and liabilities. Non-cash charges primarily consisted of stock-based compensation of $14.5 million and depreciation and amortization of $3.1 million, loss from our equity method investment of $3.4 million, partially offset by amortization of deferred income of $1.2 million and net accretion of discounts on available-for-sale securities of $0.9 million. The drivers of the changes in operating assets and liabilities were a $4.9 million increase in accounts receivable, a $1.3 million increase in prepaid expenses and other assets, and a $0.4 million decrease in accounts payable, offset by a $6.0 million increase in deferred revenue, and a $2.5 million increase in accrued expenses and other liabilities.

Investing Activities

Net cash provided by investing activities for the year ended December 31, 2024, was $1.0 million primarily attributable to $38.5 million of proceeds from maturities of available-for-sale securities, partially offset by $37.2 million of purchases of available-for-sale securities and certificate of deposit, and $0.3 million of purchases of property and equipment.

Net cash used in investing activities for the year ended December 31, 2023, was $4.7 million primarily attributable to $47.8 million of purchases of available-for-sale securities and certificate of deposit, and $1.5 million of purchases of property and equipment, partially offset by $44.7 million of proceeds from maturities of available-for-sale securities.

Financing Activities

For the year ended December 31, 2024, net cash used in financing activities was $0.3 million, primarily attributable to principal payments under vendor financing arrangements, partially offset by proceeds from exercise of stock options and employee stock purchase plan.

For the year ended December 31, 2023, net cash used in financing activities was $2.9 million, primarily attributable to payments of contingent consideration for business combinations and principal payments under vendor financing arrangements.

Contractual Obligations

Our principal commitments consist of obligations under our operating leases for office space and data center hosting space and vendor finance arrangements. Information regarding our non-cancelable lease commitments as of December 31, 2024, can be found in Note 9 to our consolidated financial statements included elsewhere in this Annual Report on Form 10-K. Our obligations as of December 31, 2024, under our vendor finance arrangements are described in Note 10 to our consolidated financial statements included elsewhere in this Annual Report on Form 10-K.

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Critical Accounting Estimates

Our consolidated financial statements are prepared in accordance with GAAP. The preparation of consolidated financial statements requires us to make certain estimates, judgments, and assumptions. We base our estimates on historical experience and on various other assumptions that we believe to be reasonable based upon information available to us at the time that these estimates, judgments, and assumptions are made. Our estimates and related judgments and assumptions are continually evaluated based on available information and experiences. However, actual amounts could differ from those estimates.

The following are the critical accounting policies requiring estimates, judgments, and assumptions that we believe have the most significant impact on our consolidated financial statements. For information on our significant accounting policies, see Note 2, Basis of Presentation and Summary of Significant Accounting Policies to our consolidated financial statements included elsewhere in this report.

Revenue Recognition

We recognize license revenues as we transfer control of deliverables (software and services) to our customers in an amount reflecting the consideration to which we expect to be entitled. To recognize revenues, we apply the following five step approach: (1) identify the contract with a customer, (2) identify the performance obligations in the contract, (3) determine the transaction price, (4) allocate the transaction price to the performance obligations in the contract, and (5) recognize revenue when a performance obligation is satisfied. We account for a contract when it has approval and commitment from all parties, the rights of the parties are identified, payment terms are identified, the contract has commercial substance and collectability of consideration is probable. We apply judgment in determining the customer’s ability and intention to pay based on a variety of factors including the customer’s historical payment experience.

Nature of Products and Services

Our revenue is primarily derived from licensing intellectual property, licensing software, support and maintenance services, professional services, training services, and royalties.

Design Solutions

Interconnect Solutions product arrangements provide customers the right to software licenses, services, and support and maintenance. We enter into licensing arrangements with customers that typically range from two to three years and generally consist of delivery of a design license that grants the customer the right to use the IP to design a contractually defined number of products, a right to access the benefits of its proprietary software tool (RTL), and support and maintenance services that provide the customer a significant benefit from ongoing access to Corporate Application Engineers (CAE) and Field Application Engineers (FAE) (collectively, Application Engineer Support Services) to perform certain verifications including benchmark performance, simulations and ultimately, through the RTL, instantiate designs into silicon over the design term.

Application Engineer Support Services are integral and fundamental to the customer’s ability to derive its intended benefit from the IP. Besides Application Engineer Support Services, support and maintenance services also consist of a stand-ready obligation to provide technical support and software updates over the support term. Generally, the first year of technical support and software updates are bundled with and into the license fee with a customer option to renew additional years of support throughout the license term. However, we continue to provide technical support and software updates throughout the license term even if the customer does not renew these services in subsequent years, making the license term and support and maintenance term co-terminus.

Considering the nature of the combined license and assisting our customers in applying our IP technology in our customers’ development environment and the relative significance thereof, we have concluded that our promise to provide an Interconnect Solutions IP license is not distinct from our obligation to provide the Application Engineer Support Services and benefits of the RTL.

The Interconnect Solutions IP, RTL, and the Application Engineering Support Services serve to fulfill our commitment to the customer, as they represent inputs to a single, combined performance obligation that commences upon the later of the arrangement effective date or transfer of the software license. Further, although technical support and software updates is a distinct performance obligation, it is accounted for as if it were part of a single performance obligation that includes the licenses, RTL and Application Engineer Support Services because the technical support and updates are provided in practice for the same period of time and have the same time-based pattern of transfer to the customer as the combined design license, RTL, and Application Engineer Support Services. Therefore, revenue from Interconnect Solutions IP licensing arrangements is recognized ratably over the design term.

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Revenues that are derived from the sale of a licensee’s products that incorporate our IP are classified as royalty revenues. Royalty revenues are recognized during the quarter in which the sale of the product incorporating our IP occurs and are included in variable royalties and other revenue in the consolidated statements of operations. Royalties are calculated either as a percentage of the revenues received by a licensee’s sale of products incorporating our IP or on a per unit basis, as specified in the agreements with the licensees. For the majority of our royalty revenues, we receive the actual sales data from our customers after the quarter ends and account for it as unbilled receivables. In such instances, we recognize royalty revenues based on our estimation of the customer’s sales during the quarter.

SoC Integration Automation Software Solutions

Our SIA products and CSRCompiler product arrangements provide customers with the right to software licenses, software updates and technical support. The software licenses are time-based licenses with terms generally ranging from one to three years. These arrangements generally have two distinct performance obligations that consist of transferring the licensed software and the support and maintenance service. Support and maintenance services consist of a stand-ready obligation to provide technical support and software updates over the support term. Majority of our SIA solutions contracts include termination rights that allow the customer to cancel and receive a pro-rata refund on support and maintenance services at the end of each month of the contract period, which results in a ratable recognition of the related license revenue over the contract term.

Professional Services

Our agreements may include service elements (other than maintenance and support services). These services include training, design assistance, and consulting. Services performed on a time and materials basis are recognized over the period the services are provided either using an output method such as labor hours, or a method that is otherwise consistent with the way in which value is delivered to the customer. Services performed on a fixed price basis are recognized over time, generally using costs incurred or hours expended to measure progress.

Multiple Performance Obligations

Most of our contracts with customers contain multiple performance obligations. For these contracts, we account for individual performance obligations separately, if they are distinct. The transaction price is allocated to the separate performance obligations on a relative standalone selling price basis, which are estimated considering multiple factors including observable industry pricing practices and internal pricing strategies and objectives. Standalone selling prices of professional services are typically estimated based on observable transactions when these services are sold on a standalone basis.

Transaction price

Revenue is recognized when, or as, control of a promised product or service transfers to a client, in an amount that reflects the consideration to which we expect to be entitled in exchange for transferring those products or services. If the consideration promised in a contract includes a variable amount, we estimate the amount to which we expect to be entitled using either the expected value or most likely amount method, to the extent it is probable that a significant reversal of cumulative revenue recognized will not occur. Generally, the transaction price of our contracts is fixed at the inception of the contract, except for variable royalties. Our contracts generally do not include terms that could cause variability in the transaction price.

We assess the timing of the transfer of goods or services to the customer as compared to the timing of payments to determine whether a significant financing component exists. As a practical expedient, we do not assess the existence of a significant financing component when the difference between payment and transfer of deliverables is a year or less. If the difference in timing arises for reasons other than the provision of finance to either the customer or us, no financing component is deemed to exist. When contracts involve a significant financing component, we adjust the promised amount of consideration for the effects of the time value of money if the timing of payments agreed to by the parties to the contract (either explicitly or implicitly) provide the customer with a significant benefit of financing.

We report revenue net of any revenue-based taxes assessed by governmental authorities that are imposed on and concurrent with specific revenue-producing transactions.

In instances where foreign licensees withhold and remit taxes to local authorities in accordance with local laws and regulations, we recognize and present revenue on a gross basis, and includes the withholding tax in income tax expense.

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Flexible Spending Accounts

Some customers enter into a non-cancelable flexible spending account agreements (FSA Agreements) whereby the customer commits to a fixed dollar amount over a specified period of time that can be used to purchase from a list of our products or services. These agreements do not meet the definition of a revenue contract until the customer executes a separate order to identify the required products and services that they are purchasing. The combination of the FSA agreement and the subsequent order creates enforceable rights and obligations, thus meeting the definition of a revenue contract. Each separate order under the agreement is treated as an individual contract and accounted for based on the respective performance obligations included within the FSA agreements.

Contract modifications

Our contracts may be modified to add, remove or change existing performance obligations. The accounting for modifications to our contracts involves assessing whether the products and services added to an existing contract are distinct and whether the pricing is at the standalone selling price. Products and services added that are not distinct are accounted for on a cumulative catch-up basis, while those that are distinct are accounted for prospectively, either as a separate contract if the additional services are priced at the standalone selling price, or as a termination of the existing contract and creation of a new contract if not priced at the standalone selling price. Our more significant contract modifications include extensions of the design license term and the purchase of additional years of support and maintenance.

Judgments

Our contracts with customers often include promises to transfer multiple products and services to a customer. Determining whether products and services are considered distinct performance obligations that should be accounted for separately versus together requires significant judgment. Judgment is also required to determine the standalone selling price for each distinct performance obligation.

Contract Balances

The timing of revenue recognition may differ from the timing of invoicing to customers, and these timing differences result in contract assets (unbilled receivables), or contract liabilities (deferred revenue) on our consolidated balance sheets. We record a contract asset when revenue is recognized prior to the right to invoice, and we have an unconditional right to invoice and receive payment. We record deferred revenue when we invoice customers and revenue is not yet recognized. Customers are generally invoiced in single or annual amounts, although some customers are invoiced more frequently over time.

We capitalize sales commission as costs of obtaining a contract when they are incremental and, if they are expected to be recovered, amortized in a manner consistent with the pattern of transfer of the good or service to which the asset relates.

Income Taxes

We account for income taxes under the asset and liability method. Under this method, deferred taxes are determined based on the temporary differences between the financial statement and tax basis of assets and liabilities using tax rates expected to be in effect during the years in which the basis differences are expected to reverse. The effect of a change in tax rates on deferred tax assets and liabilities is recognized in income in the period that includes the enactment date. We provide for a valuation allowance when it is more likely than not that some portion, or all of our deferred tax assets will not be realized. In making such determination, we consider all available positive and negative evidence, including future reversals of existing taxable temporary differences, projected future taxable income, tax-planning strategies, and results of recent operations. As of December 31, 2024, and 2023, we recorded a full valuation allowance against our U.S. federal, state, and certain foreign jurisdiction deferred tax assets.

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Equity Method Investments

We use the equity method to account for our investments in companies which we do not control but are deemed to have the ability to exercise significant influence over the operating and financial decisions of the investee.

We generally measure an investment in the common stock of an investee initially at cost. The carrying value of our equity method investments is reported in equity method investment on the consolidated balance sheets. We record our proportionate share of the income or loss in our equity method investments on a one-quarter lag. The cost is adjusted to recognize our proportionate share of the investee’s net income or loss after the date of investment. We assess investments for impairment whenever events or changes in circumstances indicate that the carrying value of an investment may not be recoverable.

Distributions received from an investee reduce the carrying value of an investment and are recorded in the consolidated statements of cash flows using the nature of distribution approach.

Goodwill and Intangible Assets

We test our goodwill and other indefinite-lived intangible assets for impairment during the last day of the third fiscal quarter each year or more frequently if events or changes in circumstances occur that would more likely than not reduce the fair value below its carrying value. We completed the most recent annual impairment test of goodwill at the reporting unit level. We have one reporting unit. We determined that our reporting unit had significant fair value in excess of carrying value. For the years ended December 31, 2024, and 2023, we did not have any goodwill or other indefinite-lived intangible assets impairment.

Acquired finite-lived intangible assets are amortized on a straight-line basis over the estimated useful lives of the assets, which range from five to eight years, unless the lives are determined to be indefinite. We routinely review the remaining estimated useful lives of finite-lived intangible assets. Amortization expenses are recorded operating expenses on the consolidated statements of operations.

Recently Issued and Adopted Accounting Pronouncements

For more information regarding recently issued accounting pronouncements, see Note 2 Basis of Presentation and Summary of Significant Accounting Policies to our consolidated financial statements included elsewhere in this report.

JOBS Act

We are an emerging growth company, as defined in the Jumpstart Our Business Startups (JOBS) Act. The JOBS Act provides that an emerging growth company can take advantage of an extended transition period for complying with new or revised accounting standards. This provision allows an emerging growth company to delay the adoption of some accounting standards until those standards would otherwise apply to private companies. We have elected to use the extended transition period under the JOBS Act for the adoption of certain accounting standards until the earlier of the date we (i) are no longer an emerging growth company or (ii) affirmatively and irrevocably opt out of the extended transition period provided in the JOBS Act. See Note 2, Basis of Presentation and Summary of Significant Accounting Policies, in the notes to our consolidated financial statements included elsewhere in this Annual Report on Form 10-K. As a result, our financial statements may not be comparable to companies that comply with new or revised accounting pronouncements as of public company effective dates.

FY 2023 10-K MD&A

SEC filing source: 0001667011-24-000010.

Extracted structurally from real Item 7 body heading to real Item 7A/8 boundary. Published MD&A gate trimmed front/tail over-capture. Confidence: high. Filing date: 2024-02-20. Report date: 2023-12-31.

Item 7. Management's Discussion and Analysis of Financial Condition and Results of Operations

The following discussion and analysis of our financial condition and results of operations should be read in conjunction with our consolidated financial statements and related notes included under Part II, Item 8 in this Annual Report on Form 10-K. This discussion and analysis contains forward-looking statements based upon current beliefs, plans and expectations that involve risks, uncertainties and assumptions, such as statements regarding our plans, objectives, expectations, intentions and projections. Our actual results and the timing of selected events could differ materially from those anticipated in these forward-looking statements as a result of several factors, including those set forth under the heading “Risk Factors” and elsewhere in this Annual Report on Form 10-K. You should carefully read the “Risk Factors” section of this Annual Report on Form 10-K to gain an understanding of the important factors that could cause actual results to differ materially from forward-looking statements. Please also see the section under the heading “Cautionary Note Regarding Forward-Looking Statements.”

Unless the context otherwise requires, all references in this report to “we,” “us,” “our,” the “Company,” and “Arteris” refer to Arteris, Inc. and its subsidiaries.

Overview

We are a leading provider of semiconductor system IP, including interconnect and other intellectual property, (collectively, System IP) technology. Our System IP technology manages the on-chip communications and IP block deployments in System-on-Chip (SoC) semiconductors and systems of chiplets. Our leading proprietary System IP solutions achieve this by connecting client IP blocks such as processors, memories, artificial intelligence/machine learning (AI/ML) accelerators, graphics subsystems, safety and security, and other input/output subsystems (I/Os) via multiple Network-on-Chips (NoCs) in order for our customers to experience faster SoC targeting, as well as, more efficient, and lower cost solutions. Growth for our solutions is being driven by growing SoC sophistication and associated complexity, now extending into disaggregation of SoCs into systems for which implement the communication protocol aspects and partner with industry leading providers like Synopsys, Cadence, Alphawave and others to connect to their die to die interfaces. The addition of more processors, channels of memory access, machine learning sections, additional I/Os interface standards, and other subsystems within SoCs is driving the need for more advanced System IP, including NoC interconnect IP’s. The growth in the numbers of these connected on-chip subsystems places an increasing premium on the interconnect IP capability to move data inside complex SoCs. We believe this increase in SoC complexity has created a significant opportunity for sophisticated System IP solutions that incorporate NoC interconnect IP, SoC Integration Automation software (SIA) (formerly IP deployment software) and NoC interface IP (consisting of peripheral data transport IP and control plane networks connected to NoC interconnect IPs). Moreover, our technology can also provide more cost-effective solutions and reduce the risks of building and maintaining in-house NoC teams, which we believe has positively contributed to our market segment share growth.

Our SIA solutions, which were significantly enhanced by our acquisition of Magillem Design Services S.A. (Magillem) in 2020, complement our interconnect IP solutions by helping to automate not only the customer configuration of its NoC interconnect but also the process of integrating and assembling all of the customer’s IP blocks into an SoC. Products incorporating our IP are used to carry most of the important data inside complex SoCs for sophisticated applications, including automotive, enterprise computing, communications, consumer electronics, and industrial markets.

As of December 31, 2023, we had 243 employees and offices in eight locations in the United States, France, China, South Korea and Japan. For the year ended December 31, 2023, we generated revenue of $53.7 million, net loss of $36.9 million and net loss per share, basic and diluted of $1.03. As of December 31, 2023, we had Annual Contract Value (as defined below) of $50.9 million. During the year ended December 31, 2023, we added 23 net new Active Customers (as defined below) and our customers had 95 Confirmed Design Starts (as defined below).

Acquisitions

On December 27, 2022, we completed our acquisition of Semifore, Inc., (Semifore) for a total consideration of $3.1 million. Prior to the acquisition, Semifore was a privately held provider of hardware, software interface (HSI) technology. Semifore technologies are used to effectively design, verify, document, and help in the validation of the hardware-software integration that is used in the SoC complex chip market. The addition of Semifore technologies and team expertise augments Arteris System IP and SIA solutions to further support software control of the IP and SoC hardware.

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On November 30, 2020, Arteris IP, SAS, our wholly owned subsidiary, completed the acquisition of Magillem for a total consideration of $7.8 million. Magillem is a leading provider of design flow and content management software solutions for the complex chip market. The primary reason for the acquisition was to integrate our technologies in order to accelerate and simplify the SoC assembly design flow and enhance innovation in both SoC IP integration software and the highly configurable on-chip interconnect IP that implements chip architectures.

Factors Affecting Our Business

We believe that the growth of our business and our future success are dependent upon many factors including those described under “Risk Factors” and elsewhere in this report, in addition to those described below. While each of these factors presents significant opportunities for us, these factors also pose challenges that we must successfully address in order to sustain the growth of our business and enhance our results of operations.

License Agreements with New and Existing Customers

Our ability to generate revenue from new license agreements, and the timing of such revenue, is subject to a number of factors, risks and contingencies. For new products, the time from initial development until we generate license revenue can be lengthy, typically between one and three years. In addition, because the selection process by our customers is typically lengthy and market requirements and alternative solutions available to customers for IP-based products change rapidly, we may be required to incur significant research and development expenditures in pursuit of new products over extended, multiyear periods of time with no assurance that our solutions will be successfully developed or ultimately selected by our customers. While we make efforts to observe market demand and market need trends, we cannot be certain that our investment in developing and testing new products will generate an adequate rate of return in the form of fees, royalties or other revenues, or any revenues. Moreover, the customer acquisition process has a typical duration of six to nine months; following this, a customer’s chip design cycle is typically between one to three years and may be delayed due to factors beyond our control, which may result in our customer’s product not reaching the market until long after we entered into a contract with such customer. Customers typically start shipping their products using our interconnect IP solutions between one to five years following completion of their product design, known as mass production, at which point we start to receive royalties; this lasts for up to seven years depending on the market segment. Any significant delay in the ramp-up of volume production of the customer’s products into which our product is designed could adversely affect our business due to delayed or significantly reduced revenues. Further, because the average selling prices of our products may decline over time, we consider new license agreements and new product launches to be critical to our future success and anticipate that for our newer products, we are and will remain highly dependent on market demand timing and revenue from new license agreements.

End Customer Product Demand and Market Conditions

Demand for our interconnect IP solutions and associated royalty revenue is highly dependent on market conditions in the end markets in which our customers operate. These end markets, which include the automotive, enterprise computing, communications, consumer electronics, and industrial markets, are subject to a number of factors including end-product acceptance and sales, competitive pressures, supply chain issues and general market conditions. For example, our revenue has been supported by the increased need for more complex SoCs to enable sophisticated automated driving. If the demand in this market continues to grow, we anticipate it will continue to have a positive impact on our revenue. In contrast, if general market conditions deteriorate or other factors occur such as supply chain issues resulting in fewer semiconductors utilizing our IP solutions being available for sale, our revenue would be adversely affected.

Terms of our Agreements with Customers

Our revenue from period to period can be impacted by the terms of the agreements we enter into with our customers. For example, in recent periods we have made certain changes to SIA agreements that result in the ratable recognition of the related license revenue over the contract term. As a result of how these contracts are structured and the revenue is recognized, our revenue in the year ended December 31, 2023 may not be comparable to future periods if we do not enter into similar contractual agreements. Further, a meaningful percentage of our revenue is generated through royalty payments. Because the time between a new license agreement win and the customer’s end product being sold can be substantial, with sales of the end product being subject to a number of factors outside our control, our revenue from royalties is difficult to predict. As a result of the foregoing, revenue may fluctuate significantly from period to period and any increase or decrease in such revenue may not be indicative of future period-to-period increases or decreases.

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Technological Development and Market Growth

We believe our growth has been and will continue to be driven by technology trends in our end markets. For example, the requirements of smaller die size, lower power consumption, a higher frequency of operation and management of critical net latency in a timely and cost-effective manner for on-chip processing in the automotive, enterprise computing, communications, consumer electronics, and industrial markets has resulted in increased SoC design complexity for chips used in these markets. This trend in turn has created increased demand for in-licensing commercial semiconductor design IP, which in turn has positively impacted our revenue and growth.

In order to address technological developments such as the above and expand our offerings, we have invested significantly in our research and development efforts. These investments, which included growth in engineering headcount, have resulted in substantially increased research and development expenses in recent periods. As we continue to invest in our technology and new product design efforts, we anticipate research and development expense will increase on an absolute basis and as a percentage of revenue in the near term. In the medium to longer term, however, while we expect to increase our research and development expense on an absolute basis, we expect this expense to reduce as a percentage of revenue.

We will continue to evaluate growth opportunities through acquisitions of other businesses.

Impact of Operating Globally

We believe our products’ global footprint provides us with the opportunity to enter new markets and accelerate our growth. For 2023, 65.4% of our revenue was derived from sales to customers outside of the United States and 31.1% of our revenue was derived from customers located in China. For 2022, 59.3% of our revenue was derived from sales to customers outside of the United States and 28.8% of our revenue was derived from customers located in China. While we believe operating internationally has beneficially impacted our results of operations, we are subject to inherent risks attributed to operating in a global economy. Further, our international operations have been, and may in the future continue to be, subject to restrictive government regulations. For example, U.S. export regulations, including regulations announced October 7, 2022 and further amended effective November 17, 2023, that impose broad end-use and other restrictions on doing business with certain customers and facilities in China that develop or produce semiconductor chips or manufacturing equipment, may limit or adversely impact our ability to license or support our products to entities in or doing business with certain advanced AI or “supercomputer” design companies, foundries and manufacturers of assemblies and components in China. As a result of these restrictions, our customers may experience changes to or delays in their design projects, and we may face challenges to maintain our revenue and/or our revenue may decrease.

Cyclical Nature of the Semiconductor Industry

The semiconductor industry in which our customers operate is highly cyclical and is characterized by increasingly rapid technological change, product obsolescence, competitive pricing pressures, evolving standards, short product life cycles, and fluctuations in product supply and demand. New technology may result in sudden changes in system designs or platform changes that may render some of our IP solutions obsolete and require us to devote significant research and development resources to compete effectively. Periods of rapid growth and capacity expansion are occasionally followed by significant market corrections in which our customers’ sales decline, inventories accumulate, and facilities go underutilized. During an expansion cycle, we may increase research and development hiring to add to our product offerings or spend more on sales and marketing to acquire new customers, such as during the recent cycle of expansion in which we increased the number of our engineers significantly. During periods of slower growth or industry contractions, our sales generally suffer due to a decrease in customers’ Confirmed Design Starts or in sales of our customers’ products.

COVID-19 Impact

The duration and extent of the COVID-19 pandemic already had an adverse effect on the global economy and the lasting effects of the pandemic continue to be unknown. In response to the COVID-19 pandemic, the measures implemented by various authorities have caused us to change our business practices, including those related to where employees work, the distance between employees in our facilities, limitations on in-person meetings between employees and with customers, suppliers, service providers and stakeholders, as well as restrictions on business travel to domestic and international locations and to attend trade shows, technical conferences and other events. Although we have experienced, and may continue to experience, some impact on certain parts of our business as a result of governmental restrictions and other measures to mitigate the spread of COVID-19, our results of operations, cash flows and financial condition were not materially adversely impacted the year ended December 31, 2023.

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We are unable to accurately predict the full impact that COVID-19 or any future pandemics will have on our future results of operations, financial condition, liquidity and cash flows due to numerous uncertainties, including the duration and severity of any future pandemics and containment measures. Although we expect most of our employees to return to physical offices, the nature and extent of that return is uncertain and differs among jurisdictions. For additional details, see the section titled “Risk Factors—Our business has been, and may continue to be, adversely affected by health epidemics, pandemics and other outbreaks of infectious disease.”

Key Performance Indicators

We use the following key performance indicators to analyze our business performance and financial forecasts and to develop strategic plans, which we believe provide useful information to investors and others in understanding and evaluating our results of operations in the same manner as our management team. These key performance indicators are presented for supplemental informational purposes only, should not be considered a substitute for financial information presented in accordance with generally accepted accounting principles in the United States (GAAP), and may differ from similarly titled metrics or measures used by other companies, securities analysts, or investors.

Annual Contract Value

We define Annual Contract Value (ACV) for an individual customer agreement as the total fixed fees under the agreement divided by the number of years in the agreement term. Our total ACV is the aggregate ACVs for all our customers as measured at a given point in time. Total fixed fees include licensing, support and maintenance and other fixed fees under IP licensing or software licensing agreements but exclude variable revenue derived from licensing agreements with customers, particularly royalties. ACV was $50.9 million and $49.2 million as of December 31, 2023 and 2022, respectively. In addition, total ACV and trailing twelve months variable royalties and other revenue was $56.1 million and $52.4 million as of December 31, 2023 and 2022, respectively. We monitor ACV to measure our success and believe the increase in the number shows our progress in expanding our customers’ adoption of our platform. We believe ACV provides investors with useful information to assess the strength and trajectory of our business as growth demonstrates the expansion of customer adoption of our platform. ACV fluctuates due to a number of factors, including the timing, duration and dollar amount of customer contracts.

Active Customers

We define Active Customers as customers who have entered into a license agreement with us that remains in effect. The retention and expansion of our relationships with existing customers are key indicators of our revenue potential. We added 23 and 38 net new Active Customers during each of the years ended December 31, 2023 and 2022, respectively.

Confirmed Design Starts

We define Confirmed Design Starts as when customers confirm their commencement of new semiconductor designs using our interconnect IP and notify us. Confirmed Design Starts is a metric management uses to assess the activity level of our customers in terms of the number of new semiconductor designs that are started using our interconnect IP in a given period. Our interconnect IP and NoC interface IP customer base started a total of 95 and 82 design starts during each of the years ended December 31, 2023 and 2022, respectively. We believe that the number of Confirmed Design Starts is an important indicator of the growth of our business and future royalty revenue trends.

Remaining Performance Obligations

We define Remaining Performance Obligations (RPO) as the amount of contracted future revenue that has not yet been recognized, including deferred revenue, billed and unbilled cancelable and non-cancelable contracted amounts.

The RPO amount is intended to provide visibility into future revenue streams. We expect RPO to fluctuate up or down from period to period for several reasons, including amounts, timing, and duration of customer contracts, as well as the timing of billing cycles for each contract. Our RPO was $72.7 million and $57.7 million as of December 31, 2023 and 2022, respectively.

Components of Our Results of Operations

Revenue: Our revenue is primarily derived from licensing intellectual property, licensing software, support and maintenance services, professional services, training services, and royalties. Our agreements often include other service elements including training and professional services which were immaterial for the years ended December 31, 2023 and 2022, respectively.

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Our interconnect solutions product arrangements provide customers the right to software licenses, services, and support and maintenance. We enter into licensing arrangements with customers that typically range from two to three years and generally consist of delivery of a design license that grants the customer the right to use the IP to design a contractually defined number of products, a right to access the benefits of its proprietary software tool (RTL), and support and maintenance services that provide the customer a significant benefit from ongoing access to Corporate Application Engineers (CAE) and Field Application Engineers (FAE) (collectively, Application Engineer Support Services) to perform certain verifications including benchmark performance, simulations and ultimately, through the RTL, instantiate designs into silicon over the design term.

Application Engineer Support Services are integral and fundamental to the customer’s ability to derive its intended benefit from the IP. CAEs are part of the product development team providing detailed requirements for engineering projects, working very closely with a customer’s chief technology officer and the marketing department, and performing quality assurance testing of customer products prior to shipment to their customers. FAEs provide assistance to the customer’s engineering team in translating their desired SoC architecture into inputs for NoC IP configuration, assistance in optimizing the NoC configuration, answer to customer questions by the online support system or phone, constructive reviews of the progress achieved by the customer’s development team and provision of advice on how to best use the licensed IP, performance of design reviews before customer project RTL freeze and tape-out to ensure the customer used the licensed IP configuration tooling as intended so that the RTL output meets customer requirements and expectations. FAE reviews of the customer’s design are mandatory and consist of an understanding of the customer requirements and analysis of the adequacy of the contemplated IP considering the customer’s desired architecture and design goals and objectives, taking into consideration bandwidth, coherence/non-coherence, latency, clock and timing, areas, and any and all constraints, as identified and specific to the design under review.

Besides Application Engineer Support Services, support and maintenance services also consist of a stand-ready obligation to provide technical support and software updates over the support term. Generally, the first-year of technical support and software updates are bundled with and into the license fee with a customer option to renew additional years of support throughout the license term. However, we may continue to provide technical support and software updates throughout the license term even if the customer does not renew these services in subsequent years, making the license term and support and maintenance term co-terminus.

Revenues that are derived from the sale of a licensee’s products that incorporate our IP are classified as royalty revenues. Royalty revenues are recognized during the quarter in which the sale of the product incorporating the IP occurs. Royalties are calculated either as a percentage of the revenues received by a licensee’s sale of products incorporating the IP or on a per unit basis, as specified in the agreements with the licensees. For a majority of our royalty revenues, we receive the actual sales data from our customers after the quarter ends and account for it as unbilled receivables. When we do not receive actual sales data from the customer prior to the finalization of our financial statements, royalty revenues are recognized based on our estimation of the customer’s sales during the quarter.

Our SIA solutions product and CSRCompiler product arrangements provide customers the right to software licenses, software updates and technical support. The software licenses are time-based licenses with terms generally ranging from one to three years. These arrangements generally have two distinct performance obligations that consist of transferring the licensed software and the support and maintenance service. Support and maintenance services consist of a stand-ready obligation to provide technical support and software updates over the support term. For the majority of these contracts, there are no termination rights and the transaction price is non-refundable. Revenue allocated to the software license is generally recognized at a point in time upon the later of the delivery date or the beginning of the license period, and revenue allocated to support services is recognized ratably over the support term. Certain SIA solutions contracts include termination rights that allow the customer to cancel and receive a pro-rata refund on support and maintenance services at the end of each month of the contract period, which results in a ratable recognition of the related license revenue over the contract term.

Cost of revenue: Cost of revenue relates to costs associated with our licensing agreements and support and maintenance, including applicable FAE personnel-related costs such as stock-based compensation, travel, amortization of developed technology acquired intangibles and allocated overhead. We expect cost of revenue as a percentage of revenue to modestly decline over time due to productivity improvements of our FAE processes.

Allocation of Overhead Costs: Overhead costs that are not substantially dedicated for use by a specific functional group are allocated based on headcount. Such costs include costs associated with office facilities, depreciation of property and equipment, certain support function personnel costs and other expenses.

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Research and development (R&D) expenses: R&D expenses consist primarily of salaries and associated personnel-related costs, facilities expenses associated with research and development activities, third-party project-related expenses connected with the development of our intellectual property which are expensed as incurred, and stock-based compensation expense and other allocated costs. We expect R&D expenses to increase in absolute terms and as a percentage of revenue in the short term and to continue to increase in absolute terms in the medium to long term but decrease as a percentage of revenue as certain new products are launched.

Sales and marketing (S&M) expenses: S&M expenses consist primarily of salaries, commissions, travel and other costs associated with S&M activities, as well as advertising, trade show participation, public relations, and other marketing costs, stock-based compensation expenses and other allocated costs. We expect S&M expenses to increase in absolute terms but decrease as a percentage of revenue due to productivity improvements of our sales processes.

General and administrative (G&A) expenses: G&A expenses consist primarily of salaries for management and administrative employees, depreciation, insurance costs, accounting, legal and consulting fees, other professional service fees, expenses related to the development of corporate initiatives and facilities expenses associated with G&A activities and stock-based compensation expense, fees for directors and other allocated costs.

We incur additional expenses as a result of operating as a public company, including costs to comply with the rules and regulations applicable to companies listed on a national securities exchange, costs related to compliance and reporting obligations, and increased expenses for additional G&A personnel, directors’ and officers’ insurance, investor relations, and professional services. We expect G&A expenses to increase as our business grows. In addition, we expect G&A expenses as a percentage of revenue to vary from period to period but generally decrease over the long term.

Interest expense: Interest expense consists primarily of interest expense on our vendor financing arrangements.

Other income (expense), net: Other income (expense), net consists primarily of interest income earned on our cash and cash equivalents and available-for-sale investments, gains and losses from foreign currency exchange, gain on deconsolidation of subsidiary, realized gains and losses from available-for-sale investments as well as deferred income.

Loss from equity method investment: Loss from equity method investment consists of our proportionate share of net losses from our equity method investee.

Provision for (benefit from) income taxes: Our income tax provision consists primarily of income taxes in certain foreign jurisdictions in which we conduct business and includes foreign non-recoverable withholding taxes. We have a full valuation allowance against our U.S. federal and state deferred tax assets as the realization of the full amount of these deferred tax assets is uncertain, including net operating loss carryforwards and tax credits related primarily to research and development. We expect to maintain this full valuation allowance until it becomes more likely than not that the deferred tax assets will be realized.

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Results of Operations

The following table summarizes our GAAP results of operations for the periods presented. The results below are not necessarily indicative of results to be expected for future periods.

Year ended December 31,
20232022
(in thousands)
Total revenue$53,666$50,378
Cost of revenue (1)5,0774,281
Gross profit48,58946,097
Operating expenses:
Research and development (1)45,12841,167
Sales and marketing (1)20,65917,419
General and administrative (1)17,94416,367
Total operating expenses83,73174,953
Loss from operations(35,142)(28,856)
Interest expense(211)(89)
Other income (expense), net3,5581,425
Loss before income taxes and loss from equity method investment(31,795)(27,520)
Loss from equity method investment, net of tax3,397284
Provision for (benefit from) income taxes1,677(417)
Net loss$(36,869)$(27,387)

(1)Includes stock-based compensation expense as follows:

Year Ended December 31,
20232022
(in thousands)
Cost of revenue$556$562
Research and development7,3245,865
Sales and marketing2,7122,123
General and administrative3,9433,142
Total stock-based compensation$14,535$11,692

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The following table summarizes our results of operations as a percentage of total revenue for each of the periods indicated:

Year Ended December 31,
20232022
(as a percentage of total revenue)
Total revenue100%100%
Cost of revenue98
Gross profit9192
Operating expenses:
Research and development8482
Sales and marketing3835
General and administrative3332
Total operating expenses155149
Loss from operations(64)(57)
Interest expense
Other income (expense), net73
Loss before income taxes and loss from equity method investment(57)(54)
Loss from equity method investment, net of tax61
Provision for (benefit from) income taxes3(1)
Net loss(66)%(54)%

Comparison of the Years Ended December 31, 2023 and 2022

Revenue

Year Ended December 31,Change
20232022$%
(in thousands)
Licensing, support and maintenance$48,273$46,012$2,2615%
Variable royalties5,1583,1402,01864%
Other2351,226(991)(81)%
Total$53,666$50,378$3,2887%

Revenue from licensing, support and maintenance increased $2.3 million during the year ended December 31, 2023 as compared to the year ended December 31, 2022. The increase was primarily due to the addition of new customers, offset by a change in timing of revenue recognition for certain arrangements for the year ended December 31, 2023 compared to the year ended December 31, 2022. Growth in our variable royalty revenue was due to production increase from existing customers and royalty audit findings in the year ended December 31, 2023 compared to the year ended December 31, 2022. Other revenue decreased for the year ended December 31, 2023 compared to the year ended December 31, 2022 due to timing of completion of professional services.

Cost of revenue

Year Ended December 31,Change
20232022$%
(in thousands)
Cost of revenue$5,077$4,281$79619%

The increase in cost of revenue during the year ended December 31, 2023 was primarily due to higher FAE employee-related expenses.

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Operating expenses

Year Ended December 31,Change
20232022$%
(in thousands)
Research and development$45,128$41,167$3,96110%
Sales and marketing20,65917,4193,24019
General and administrative17,94416,3671,57710
Total operating expenses$83,731$74,953$8,77812%

Research and development expenses

R&D expenses increased $4.0 million, or 10%, to $45.1 million for the year ended December 31, 2023 from $41.2 million for the year ended December 31, 2022. The increase in R&D expenses was due to higher employee-related costs of $2.5 million primarily attributable to increased engineering headcount to support our continued growth and investment in our interconnect technology and SIA solutions. We also incurred higher stock-based compensation expense of $1.5 million related to modification of certain performance stock unit awards and annual grants of stock-based awards.

Sales and marketing expenses

S&M expenses increased $3.2 million, or 19%, to $20.7 million for the year ended December 31, 2023 from $17.4 million for the year ended December 31, 2022. The increase in S&M expenses was primarily due to higher employee-related costs of $1.7 million mainly driven by increased headcount to support growth of our business. We also incurred higher stock-based compensation expense of $0.6 million, primarily related to annual grants of stock-based awards, higher professional fees of $0.4 million and higher company-wide event costs of $0.2 million, primarily due to an in-person sales event.

General and administrative expenses

G&A expenses increased $1.6 million, or 10%, to $17.9 million for the year ended December 31, 2023 from $16.4 million for the year ended December 31, 2022. The increase in G&A expenses was primarily due to higher professional fees of $1.5 million driven by legal expenses related to our intellectual property litigation.

Interest expense

Year Ended December 31,Change
20232022$%
(in thousands)
Interest expense$(211)$(89)$(122)137%

Interest expense for the year ended December 31, 2023 was $0.2 million, compared to $0.1 million for the year ended December 31, 2022 The increase in interest expense was primarily due to an increase in our vendor financing arrangements in 2023 compared to 2022.

Other income (expense), net

Year Ended December 31,Change
20232022$%
(in thousands)
Other income (expense), net$3,558$1,425$2,133150%

Other income (expense), net for the year ended December 31, 2023 was $3.6 million, compared to $1.4 million for the year ended December 31, 2022. The increase in other income (expense), net was primarily due to higher interest rates on cash balances and interest income earned on our available-for-sale investments as well as deferred income from our license agreement with Transchip.

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Loss from equity method investment

Year Ended December 31,Change
20232022$%
(in thousands)
Loss from equity method investment$3,397$284$3,113*

* Not meaningful

Loss from equity method investment was $3.4 million for the year ended December 31, 2023, compared to $0.3 million for the year ended December 31, 2022, representing our proportionate share of Transchip’s net loss during the trailing twelve months ended September 30, 2023. The increase in loss from equity method investment was primarily due to Transchip having a full year of operations for the year ended December 31, 2023 as compared to a partial year of operations for the year ended December 31, 2022. Such losses are expected to continue in the near future.

Provision for (benefit from) income taxes

Year Ended December 31,Change
20232022$%
(in thousands)
Provision for (benefit from) income taxes$1,677$(417)$2,094*

* Not meaningful

The provision for (benefit from) income taxes for the year ended December 31, 2023 was as expense of $1.7 million, compared to a benefit of $0.4 million for the year ended December 31, 2022. The increase in our income tax expense was primarily due to changes in current year foreign withholding taxes which are associated with revenues earned in certain foreign countries and changes in uncertain tax positions during the year ended December 31, 2023. The income taxes for the year ended December 31, 2022, also included the tax benefit of $0.5 million related to the release of a portion of US valuation allowance as a result of our business combination during the year ended December 31, 2022 which was not applicable to the year ended December 31, 2023.

On October 8, 2021, the Organization for Economic Co-operation and Development (OECD) released a statement on the OECD/G20 Inclusive Framework on Base Erosion and Profit Shifting, which agreed to a two-pillar solution to address tax challenges of the digital economy. On December 20, 2021, the OECD released Pillar Two model rules defining a 15 percent global minimum tax rate for large multinational corporations. The OECD continues to release additional guidance and countries are implementing legislation with widespread adoption of the Pillar Two Framework expected by calendar year 2024. The Pillar Two Framework does not have a material impact to us in the current period.

Liquidity and Capital Resources

Since inception, we have financed operations primarily from payments received from our customers, the net proceeds from the sale of our common stock in the IPO as well as the net proceeds from the private issuance of our convertible preferred stock and common stock. As of December 31, 2023, we had $41.2 million in cash and cash equivalents and short-term investments of which $2.6 million was held by our foreign subsidiaries.

We believe our cash and cash equivalents, short-term investments, and cash provided by sales of our products will be sufficient to meet our expected working capital needs, capital expenditures, financial commitments and other liquidity requirements associated with our existing operations for at least the next 12 months. If these resources are not sufficient to satisfy our liquidity requirements, we may be required to seek additional financing. If we raise additional funds by issuing equity securities, our stockholders will experience dilution. Debt financing, if available, may contain covenants that significantly restrict our operations or our ability to obtain additional debt financing in the future. Any additional financing that we raise may contain terms that are not favorable to us or our stockholders. We cannot assure you that we would be able to obtain additional financing on terms favorable to us or our existing stockholders, or at all. See “Risk Factors —Risks Related to Our Business and Industry—Our ability to raise capital in the future may be limited and could prevent us from executing our growth strategy” for additional information.

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Cash Flows

The following table summarizes changes in our cash flows for the periods indicated:

Year Ended December 31,
20232022
(in thousands)
Net cash used in operating activities$(15,729)$(6,767)
Net cash used in investing activities$(4,691)$(37,481)
Net cash used in financing activities$(2,919)$(4,154)

Operating Activities

Cash flows from operating activities may vary significantly from period to period depending on a variety of factors including the timing of our receipts and payments. Our ongoing cash outflows from operating activities primarily relate to payroll-related costs, payments for professional services, obligations under our property leases and design tool licenses. Our primary source of cash inflows is receipts from our accounts receivable. The timing of receipts of accounts receivable from customers is based upon the completion of agreed milestones or agreed dates as set forth in the contracts.

For the year ended December 31, 2023, net cash used in operating activities was $15.7 million, primarily due to our net loss of $36.9 million, adjusted for non-cash charges of $19.2 million and $1.9 million changes in operating assets and liabilities. Non-cash charges primarily consisted of stock-based compensation of $14.5 million and depreciation and amortization of $3.1 million, loss from our equity method investment of $3.4 million, partially offset by amortization of deferred income of $1.2 million and net accretion of discounts on available-for-sale securities of $0.9 million. The drivers of the changes in operating assets and liabilities were a $4.9 million increase in accounts receivable, a $1.3 million increase in prepaid expenses and other assets, and a $0.4 million decrease in accounts payable, offset by a $6.0 million increase in deferred revenue, and a $2.5 million increase in accrued expenses and other liabilities.

For the year ended December 31, 2022, net cash used in operating activities was $6.8 million, primarily due to our net loss of $27.4 million, adjusted for non-cash charges of $13.0 million and $7.6 million changes in operating assets and liabilities. Non-cash charges primarily consisted of stock-based compensation of $11.7 million and depreciation and amortization of $2.1 million, partially offset by deferred income taxes due to release of a portion of US valuation allowance as a result of our business combination of $0.5 million, and amortization of deferred income of $0.4 million. The primary drivers of the changes in operating assets and liabilities were a $7.1 million decrease in accounts receivable, a $0.2 million decrease in prepaid expenses and other assets, a $0.5 million increase in accrued expenses and other liabilities, and a $0.8 million increase in deferred revenue, offset by a $1.0 million decrease in accounts payable.

Investing Activities

Net cash used in investing activities for the year ended December 31, 2023 was $4.7 million primarily attributable to $47.8 million of purchases of available-for-sale securities and certificate of deposit, and $1.5 million of purchases of property and equipment, partially offset by $44.7 million of proceeds from maturities of available-for-sale securities.

Net cash used in investing activities for the year ended December 31, 2022 was $37.5 million primarily attributable to $35.0 million of purchases of available-for-sale securities, $1.1 million of payments for business combination, net of $0.3 million of cash acquired, purchases of property and equipment of $1.1 million, and $0.5 million of payments related to investment in our equity method investee, see Note 15 to our consolidated financial statements. The cash outflow was offset by proceeds of $0.2 million from principal portion of our related party loan.

Financing Activities

For the year ended December 31, 2023, net cash used in financing activities was $2.9 million, primarily attributable to payments of contingent consideration for business combinations and principal payments under vendor financing arrangements.

For the year ended December 31, 2022, net cash used in financing activities was $4.2 million, primarily attributable to payments to tax authorities for shares withheld from employees of $2.1 million, payments of contingent consideration for business combination of $1.6 million, principal payments under vendor financing arrangements of $1.1 million, partially offset by proceeds from exercise of stock options of $0.9 million.

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Contractual Obligations

Our principal commitments consist of obligations under our operating leases for office space and data center hosting space and vendor finance arrangements. Information regarding our non-cancelable lease commitments as of December 31, 2023 can be found in Note 10 to our consolidated financial statements included elsewhere in this Annual Report on Form 10-K. Our obligations as of December 31, 2023 under our vendor finance arrangements are described in Note 11 to our consolidated financial statements included elsewhere in this Annual Report on Form 10-K.

Critical Accounting Estimates

Our consolidated financial statements are prepared in accordance with GAAP. The preparation of consolidated financial statements requires us to make certain estimates, judgments, and assumptions. We base our estimates on historical experience and on various other assumptions that we believe to be reasonable based upon information available to us at the time that these estimates, judgments, and assumptions are made. Our estimates and related judgments and assumptions are continually evaluated based on available information and experiences. However, actual amounts could differ from those estimates.

The following are the critical accounting policies requiring estimates, judgments, and assumptions that we believe have the most significant impact on our consolidated financial statements.

Revenue Recognition

We recognize license revenues as we transfer control of deliverables (software and services) to our customers in an amount reflecting the consideration to which we expect to be entitled. To recognize revenues, we apply the following five step approach: (1) identify the contract with a customer, (2) identify the performance obligations in the contract, (3) determine the transaction price, (4) allocate the transaction price to the performance obligations in the contract, and (5) recognize revenue when a performance obligation is satisfied. We account for a contract when it has approval and commitment from all parties, the rights of the parties are identified, payment terms are identified, the contract has commercial substance and collectability of consideration is probable. We apply judgment in determining the customer’s ability and intention to pay based on a variety of factors including the customer’s historical payment experience.

Nature of Products and Services

Our revenue is primarily derived from licensing intellectual property, licensing software, support and maintenance services, professional services, training services, and royalties.

Design Solutions

Interconnect Solutions product arrangements provide customers the right to software licenses, services, and support and maintenance. We enter into licensing arrangements with customers that typically range from two to three years and generally consist of delivery of a design license that grants the customer the right to use the IP to design a contractually defined number of products, a right to access the benefits of its proprietary software tool (RTL), and support and maintenance services that provide the customer a significant benefit from ongoing access to Corporate Application Engineers (CAE) and Field Application Engineers (FAE) (collectively, Application Engineer Support Services) to perform certain verifications including benchmark performance, simulations and ultimately, through the RTL, instantiate designs into silicon over the design term.

Application Engineer Support Services are integral and fundamental to the customer’s ability to derive its intended benefit from the IP. CAEs are part of the product development team providing detailed requirements for engineering projects, working very closely with a customer’s chief technology officer and the marketing department, and performing quality assurance testing of customer products prior to shipment to their customers. FAEs provide assistance to the customer’s engineering team in translating their desired SoC architecture into inputs for NoC IP configuration, assistance in optimizing the NoC configuration, answer to customer questions by the online support system or phone, constructive reviews of the progress achieved by the customer’s development team and provision of advice on how to best use the licensed IP, performance of design reviews before customer project RTL freeze and tape-out to ensure the customer used the licensed IP configuration tooling as intended so that the RTL output meets customer requirements and expectations. FAE reviews of the customer’s design are mandatory and consist of an understanding of the customer requirements and analysis of the adequacy of the contemplated IP considering the customer’s desired architecture and design goals and objectives, taking into consideration bandwidth, coherence/non-coherence, latency, clock and timing, areas, and any and all constraints, as identified and specific to the design under review.

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Besides Application Engineer Support Services, support and maintenance services also consist of a stand-ready obligation to provide technical support and software updates over the support term. Generally, the first-year of technical support and software updates are bundled with and into the license fee with a customer option to renew additional years of support throughout the license term. However, we continue to provide technical support and software updates throughout the license term even if the customer does not renew these services in subsequent years, making the license term and support and maintenance term co-terminus.

Considering the nature of the combined license and assisting our customers in applying our IP technology in our customers’ development environment and the relative significance thereof, we have concluded that our promise to provide an Interconnect Solutions IP license is not distinct from our obligation to provide the Application Engineer Support Services and benefits of the RTL. The Interconnect Solutions IP, RTL, and the Application Engineering Support Services serve to fulfill our commitment to the customer, as they represent inputs to a single, combined performance obligation that commences upon the later of the arrangement effective date or transfer of the software license. The design license and the regular two-way interaction between the design license tool, RTL, and the Application Engineering Support Services give the customer the intended benefit from the arrangement, which is the ability to commercialize their design. Customers cannot benefit from the design license on its own or together with other readily available resources as no other RTL or Application Engineer Support Services providers exist in the marketplace that a customer could use with the design license. Consequently, the RTL and Application Engineer Support Services cannot be used on their own or together with any other design license as we do not allow the use of the RTL or provide Application Engineer Support Services separately from the design license. Further, although technical support and software updates is a distinct performance obligation, it is accounted for as if it were part of a single performance obligation that includes the licenses, RTL and Application Engineer Support Services because the technical support and updates are provided in practice for the same period of time and have the same time-based pattern of transfer to the customer as the combined design license, RTL, and Application Engineer Support Services. Therefore, revenue from Interconnect Solutions IP licensing arrangements is recognized over the design term ratably.

Revenues that are derived from the sale of a licensee’s products that incorporate our IP are classified as royalty revenues. Royalty revenues are recognized during the quarter in which the sale of the product incorporating our IP occurs, and are included in variable royalties and other revenue in the consolidated statements of loss. Royalties are calculated either as a percentage of the revenues received by a licensee’s sale of products incorporating our IP or on a per unit basis, as specified in the agreements with the licensees. For a majority of our royalty revenues, we receive the actual sales data from our customers after the quarter ends and account for it as unbilled receivables. In such instances, we recognize royalty revenues based on our estimation of the customer’s sales during the quarter.

SoC Integration Automation Software Solutions

SoC Integration Automation software (SIA) (formerly IP deployment) solutions product arrangements provide customers the right to software licenses, software updates and technical support. The software licenses are time-based licenses with terms generally ranging from one to three years. These arrangements generally have two distinct performance obligations that consist of transferring the licensed software and the support and maintenance service. Support and maintenance services consist of a stand-ready obligation to provide technical support and software updates over the support term. For the majority of these contracts, there are no termination rights and the transaction price is non-refundable. Revenue allocated to the software license is generally recognized at a point in time upon the later of the delivery date or the beginning of the license period, and revenue allocated to support services is recognized ratably over the support term. Certain SIA solutions contracts include termination rights that allow the customer to cancel and receive a pro-rata refund on support and maintenance services at the end of each month of the contract period, which results in a ratable recognition of the related license revenue over the contract term.

Professional Services

Our agreements may include service elements (other than maintenance and support services). These services include training, design assistance, and consulting. Services performed on a time and materials basis are recognized over the period the services are provided either using an output method such as labor hours, or a method that is otherwise consistent with the way in which value is delivered to the customer. Services performed on a fixed price basis are recognized over time, generally using costs incurred or hours expended to measure progress.

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Multiple Performance Obligations

Most of our contracts with customers contain multiple performance obligations. For these contracts, we account for individual performance obligations separately, if they are distinct. The transaction price is allocated to the separate performance obligations on a relative standalone selling price basis, which are estimated considering multiple factors including observable industry pricing practices and internal pricing strategies and objectives. Standalone selling prices of professional services are typically estimated based on observable transactions when these services are sold on a standalone basis.

Transaction price

Revenue is recognized when, or as, control of a promised product or service transfers to a client, in an amount that reflects the consideration to which we expect to be entitled in exchange for transferring those products or services. If the consideration promised in a contract includes a variable amount, we estimate the amount to which we expect to be entitled using either the expected value or most likely amount method, to the extent it is probable that a significant reversal of cumulative revenue recognized will not occur. Generally, the transaction price of our contracts is fixed at the inception of the contract, except for variable royalties. Our contracts generally do not include terms that could cause variability in the transaction price.

We assess the timing of the transfer of goods or services to the customer as compared to the timing of payments to determine whether a significant financing component exists. As a practical expedient, we do not assess the existence of a significant financing component when the difference between payment and transfer of deliverables is a year or less. If the difference in timing arises for reasons other than the provision of finance to either the customer or us , no financing component is deemed to exist. When contracts involve a significant financing component, we adjust the promised amount of consideration for the effects of the time value of money if the timing of payments agreed to by the parties to the contract (either explicitly or implicitly) provide the customer with a significant benefit of financing.

We report revenue net of any revenue-based taxes assessed by governmental authorities that are imposed on and concurrent with specific revenue-producing transactions.

In instances where foreign licensees withhold and remit taxes to local authorities in accordance with local laws and regulations, we recognize and present revenue on a gross basis, and includes the withholding tax in income tax expense.

Flexible Spending Accounts

Some customers enter into a non-cancelable flexible spending account agreements (FSA Agreements) whereby the customer commits to a fixed dollar amount over a specified period of time that can be used to purchase from a list of our products or services. These agreements do not meet the definition of a revenue contract until the customer executes a separate order to identify the required products and services that they are purchasing. The combination of the FSA agreement and the subsequent order creates enforceable rights and obligations, thus meeting the definition of a revenue contract. Each separate order under the agreement is treated as an individual contract and accounted for based on the respective performance obligations included within the FSA agreements.

Contract modifications

Our contracts may be modified to add, remove or change existing performance obligations. The accounting for modifications to our contracts involves assessing whether the products and services added to an existing contract are distinct and whether the pricing is at the standalone selling price. Products and services added that are not distinct are accounted for on a cumulative catch-up basis, while those that are distinct are accounted for prospectively, either as a separate contract if the additional services are priced at the standalone selling price, or as a termination of the existing contract and creation of a new contract if not priced at the standalone selling price. Our more significant contract modifications include extensions of the design license term and the purchase of additional years of support and maintenance.

Judgments

Our contracts with customers often include promises to transfer multiple products and services to a customer. Determining whether products and services are considered distinct performance obligations that should be accounted for separately versus together requires significant judgment. Judgment is also required to determine the standalone selling price for each distinct performance obligation.

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Contract Balances

The timing of revenue recognition may differ from the timing of invoicing to customers, and these timing differences result in contract assets (unbilled receivables), or contract liabilities (deferred revenue) on our consolidated balance sheets. We record a contract asset when revenue is recognized prior to the right to invoice and we have an unconditional right to invoice and receive payment. We record deferred revenue when we invoice customers and revenue is not yet recognized. Customers are generally invoiced in single or annual amounts, although some customers are invoiced more frequently over time.

We capitalize sales commission as costs of obtaining a contract when they are incremental and, if they are expected to be recovered, amortized in a manner consistent with the pattern of transfer of the good or service to which the asset relates.

Income Taxes

We account for income taxes under the asset and liability method. Under this method, deferred taxes are determined based on the temporary differences between the financial statement and tax basis of assets and liabilities using tax rates expected to be in effect during the years in which the basis differences are expected to reverse. The effect of a change in tax rates on deferred tax assets and liabilities is recognized in income in the period that includes the enactment date. We provide for a valuation allowance when it is more likely than not that some portion, or all of our deferred tax assets will not be realized. In making such determination, we consider all available positive and negative evidence, including future reversals of existing taxable temporary differences, projected future taxable income, tax-planning strategies, and results of recent operations. As of December 31, 2023 and 2022, we recorded a full valuation allowance against our U.S. federal, state, and certain foreign jurisdiction deferred tax assets.

Business Combinations

We allocate the purchase price to the tangible assets acquired, liabilities assumed, and intangible assets acquired based on their estimated fair values. The excess of the purchase price over the fair values of these identifiable assets and liabilities is recorded as goodwill. Such valuations require management to make significant estimates and assumptions, especially with respect to intangible assets. These estimates are based on information obtained from management of the acquired companies, our assessment of this information, and historical experience. Significant estimates in valuing certain intangible assets include, but are not limited to, future expected cash flows from acquired customers, acquired technology, and trade names from a market participant perspective, useful lives, and discount rates. Management’s estimates of fair value are based upon assumptions believed to be reasonable, but which are inherently uncertain and unpredictable and, as a result, actual results may differ from estimates. In addition, unanticipated events and circumstances may occur that may affect the accuracy or validity of such estimates, and if such events occur, we may be required to adjust the value allocated to acquired assets or assumed liabilities. During the measurement period, which may be up to one year from the acquisition date, we may record adjustments to the assets acquired and liabilities assumed with the corresponding offset to goodwill. Upon the conclusion of the measurement period or final determination of the values of assets acquired or liabilities assumed, whichever comes first, any subsequent adjustments are recorded to our consolidated statements of loss. Acquisition costs, such as legal and consulting fees, are expensed as incurred.

Investments

All investments in debt securities have been classified as “available-for-sale” and are carried at estimated fair value as determined based upon quoted market prices or pricing models for similar securities. We determine the appropriate classification of our investments in debt securities at the time of purchase and reevaluate such designation as of each balance sheet date. Short-term investments have original maturities of greater than three months but one year or less as of the consolidated balance sheet dates. Long-term investments have maturities greater than one year as of the consolidated balance sheet dates. If we expect to sell a debt security within one year, we will classify the investment as a short-term investment regardless of its stated maturity date.

The available-for-sale securities are reported at fair value with unrealized gains and losses included in accumulated other comprehensive income (loss). A decline in the fair value of the available-for-sale securities is recognized directly to net income (loss) if judged to be other than temporary. Interest earned on investments in debt securities, realized gains and losses and impairment losses, if any, on investments in debt securities are included in other income (expense), net in the consolidated statements of loss. The cost of securities sold is based on the specific-identification method.

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Equity Method Investments

We use the equity method to account for our investments in companies which we do not control but are deemed to have the ability to exercise significant influence over operating and financial decisions of the investee.

We generally measure an investment in the common stock of an investee initially at cost. The carrying value of the our equity method investments is reported in equity method investment on the consolidated balance sheets. We record our proportionate share of the income or loss in our equity method investments on a one-quarter lag. The cost is adjusted to recognize our proportionate share of the investee’s net income or loss after the date of investment. We assess investments for impairment whenever events or changes in circumstances indicate that the carrying value of an investment may not be recoverable.

Distributions received from an investee reduce the carrying value of an investment and are recorded in the consolidated statements of cash flows using the nature of distribution approach.

Goodwill and Intangible Assets

We test our goodwill and other indefinite-lived intangible assets for impairment during the last day of the third fiscal quarter each year or more frequently if events or changes in circumstances occur that would more likely than not reduce the fair value below its carrying value. We completed the most recent annual impairment test of goodwill at the reporting unit level. We have one reporting unit. We determined that our reporting unit had significant fair value in excess of carrying value. For the years ended December 31, 2023 and 2022, we did not have any goodwill or other indefinite-lived intangible assets impairment.

Acquired finite-lived intangible assets are amortized on a straight-line basis over the estimated useful lives of the assets, which range from five to eight years, unless the lives are determined to be indefinite. We routinely review the remaining estimated useful lives of finite-lived intangible assets. Amortization expenses are recorded operating expenses on the consolidated statements of loss.

Recently Issued and Adopted Accounting Pronouncements

For more information regarding recently issued accounting pronouncements, see Note 2 Basis of Presentation and Summary of Significant Accounting Policies to our consolidated financial statements included elsewhere in this report.

JOBS Act

We are an emerging growth company, as defined in the Jumpstart Our Business Startups (JOBS) Act. The JOBS Act provides that an emerging growth company can take advantage of an extended transition period for complying with new or revised accounting standards. This provision allows an emerging growth company to delay the adoption of some accounting standards until those standards would otherwise apply to private companies. We have elected to use the extended transition period under the JOBS Act for the adoption of certain accounting standards until the earlier of the date we (i) are no longer an emerging growth company or (ii) affirmatively and irrevocably opt out of the extended transition period provided in the JOBS Act. See Note 2, Basis of Presentation and Summary of Significant Accounting Policies, in the notes to our consolidated financial statements included elsewhere in this Annual Report on Form 10-K. As a result, our financial statements may not be comparable to companies that comply with new or revised accounting pronouncements as of public company effective dates.

FY 2022 10-K MD&A

SEC filing source: 0001667011-23-000009.

Extracted structurally from real Item 7 body heading to real Item 7A/8 boundary. Published MD&A gate trimmed front/tail over-capture. Confidence: high. Filing date: 2023-03-01. Report date: 2022-12-31.

Item 7. Management's Discussion and Analysis of Financial Condition and Results of Operations

The following discussion and analysis of our financial condition and results of operations should be read in conjunction with our consolidated financial statements and related notes included under Part II, Item 8 in this Annual Report on Form 10-K. This discussion and analysis contains forward-looking statements based upon current beliefs, plans and expectations that involve risks, uncertainties and assumptions, such as statements regarding our plans, objectives, expectations, intentions and projections. Our actual results and the timing of selected events could differ materially from those anticipated in these forward-looking statements as a result of several factors, including those set forth under the heading “Risk Factors” and elsewhere in this Annual Report on Form 10-K. You should carefully read the “Risk Factors” section of this Annual Report on Form 10-K to gain an understanding of the important factors that could cause actual results to differ materially from forward-looking statements. Please also see the section titled “Cautionary Note Regarding Forward-Looking Statements.”

Unless the context otherwise requires, all references in this report to “we,” “us,” “our,” the “Company,” and “Arteris” refer to Arteris, Inc. and its subsidiaries.

Overview

We are a leading provider of System IP, including interconnect and other intellectual property, (collectively, IP) technology that connects client IP blocks such as processors, memories, artificial intelligence/machine learning (AI/ML) accelerators, graphics subsystems, safety and security and other input/output (I/Os) subsystems via multiple Network-on-Chips (NoCs) in order for our customers to create System-on-Chips (NoC) (SoCs) semiconductors faster, better, and a lower cost. Our products enable our customers to deliver increasingly complex SoCs that not only process data but are also able to make decisions. Growth in the total addressable market for our solutions is being driven by the addition of more processors, channels of memory access, machine learning sections, chiplets, additional I/Os interface standards and other subsystems within SoCs. The growth in the numbers of these connected on-chip subsystems place an increasing premium on the interconnect IP capability to move data inside complex SoCs. We believe this increase in SoC complexity is creating a significant opportunity for sophisticated System IP solutions which incorporate NoC interconnect IP, IP deployment software and NoC interface IP (consisting of peripheral data transport IP and control plane networks connected to NoC interconnect IPs).

Our IP deployment solutions, which were significantly enhanced by our acquisition of Magillem Design Services S.A. (Magillem) in 2020, complement our interconnect IP solutions by helping to automate not only the customer configuration of its NoC interconnect but also the process of integrating and assembling all of the customer’s IP blocks into an SoC. Products incorporating our IP are used to carry most of the important data inside complex SoCs for sophisticated applications, including automotive, enterprise computing, communications, consumer electronics, and industrial markets.

As of December 31, 2022, we had 245 full-time employees and offices in eight locations in the United States, France, China, South Korea and Japan. For the year ended December 31, 2022, we generated revenue of $50.4 million, net loss of $27.4 million and net loss per share – basic and diluted of $0.84. As of December 31, 2022, we had Annual Contract Value (as defined below) of $49.2 million. During the year ended December 31, 2022, we added 38 net new Active Customers (as defined below) and our customers had 82 Confirmed Design Starts (as defined below).

Initial Public Offering

In October, 2021, we completed our initial public offering (IPO), in which we issued and sold 5,750,000 shares of common stock at the public offering price of $14.00 per share, including 750,000 shares issued upon the full exercise of the underwriters’ option to purchase additional shares. We received net proceeds of $71.1 million after deducting underwriting discounts and commissions and offering expenses. In connection with the IPO, all of the shares of our outstanding redeemable convertible preferred stock prior to the IPO automatically converted into an aggregate of 4,471,316 shares of common stock.

Deferred offering costs for the IPO were $3.8 million and consisted primarily of direct incremental accounting, legal and other fees related to the IPO. Prior to the IPO, all deferred offering costs were capitalized and included in other assets, non-current on the consolidated balance sheets. Upon completion of the IPO, deferred offering costs were reclassified into stockholders’ equity as a reduction of the IPO proceeds.

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Acquisitions

On December 27, 2022, we completed our acquisition of Semifore, Inc., (Semifore) for a total consideration of $3.1 million. Prior to the acquisition, Semifore was a privately held provider of hardware, software interface (HSI) technology. Semifore technologies are used to effectively design, verify, document, and help in the validation of the hardware-software integration that is used in the SoC complex chip market. The addition of Semifore technologies and team expertise augments Arteris System IP and IP deployment automation to further support software control of the IP and SoC hardware.

On November 30, 2020, Arteris IP, SAS, our wholly owned subsidiary, completed the acquisition of Magillem for a total consideration of $7.8 million. Magillem is a leading provider of design flow and content management software solutions for the complex chip market. The primary reason for the acquisition was to integrate our technologies in order to accelerate and simplify the SoC assembly design flow and enhance innovation in both SoC IP integration software and the highly configurable on-chip interconnect IP that implements chip architectures.

Factors Affecting Our Business

We believe that the growth of our business and our future success are dependent upon many factors including those described under “Risk Factors” and elsewhere in this report, in addition to those described below. While each of these factors presents significant opportunities for us, these factors also pose challenges that we must successfully address in order to sustain the growth of our business and enhance our results of operations.

License Agreements with New and Existing Customers

Our ability to generate revenue from new license agreements, and the timing of such revenue, is subject to a number of factors, risks and contingencies. For new products, the time from initial development until we generate license revenue can be lengthy, typically between one and three years. In addition, because the selection process by our customers is typically lengthy and market requirements and alternative solutions available to customers for IP-based products change rapidly, we may be required to incur significant research and development expenditures in pursuit of new products over extended, multiyear periods of time with no assurance that our solutions will be successfully developed or ultimately selected by our customers. While we make efforts to observe market demand and market need trends, we cannot be certain that our investment in developing and testing new products will generate an adequate rate of return in the form of fees, royalties or other revenues, or any revenues. Moreover, the customer acquisition process has a typical duration of six to nine months; following this, a customer’s chip design cycle is typically between one to three years and may be delayed due to factors beyond our control, which may result in our customer’s product not reaching the market until long after we entered into a contract with such customer. Customers typically start shipping their products containing our interconnect IP solutions between one to five years following completion of their product design, known as mass production, at which point we start to receive royalties; this lasts for up to seven years depending on the market segment. Any significant delay in the ramp-up of volume production of the customer’s products into which our product is designed could adversely affect our business due to delayed or significantly reduced revenues. Further, because the average selling prices (ASPs) of our products may decline over time, we consider new license agreements and new product launches to be critical to our future success and anticipate that for our newer products, we are and will remain highly dependent on market demand timing and revenue from new license agreements.

End Customer Product Demand and Market Conditions

Demand for our interconnect IP solutions and associated royalty revenue is highly dependent on market conditions in the end markets in which our customers operate. These end markets, which include the automotive, enterprise computing, communications, consumer electronics, and industrial markets, are subject to a number of factors including end-product acceptance and sales, competitive pressures, supply chain issues and general market conditions. For example, our revenue has been supported by the increased need for more complex SoCs to enable sophisticated automated driving. If the demand in this market continues to grow, we anticipate it will continue to have a positive impact on our revenue. In contrast, if general market conditions deteriorate or other factors occur such as supply chain issues resulting in fewer semiconductors utilizing our IP solutions being available for sale, our revenue would be adversely affected.

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Terms of our Agreements with Customers

Our revenue from period to period can be impacted by the terms of the agreements we enter into with our customers. For example, in recent periods we have structured certain agreements with customers that include substantial up front licensing payments. As a result of how these contracts are structured and the revenue is recognized, our revenue in the year ended December 31, 2022 may not be comparable to future periods if we do not enter into similar contractual agreements. Further, a meaningful percentage of our revenue is generated through royalty payments. Because the time between a new license agreement win and the customer’s end product being sold can be substantial, with sales of the end product being subject to a number of factors outside our control, our revenue from royalties is difficult to predict. As a result of the foregoing, revenue may fluctuate significantly from period to period and any increase or decrease in such revenue may not be indicative of future period-to-period increases or decreases.

Technological Development and Market Growth

We believe our growth has been and will continue to be driven by technology trends in our end markets. For example, the requirements of smaller die size, lower power consumption, a higher frequency of operation and management of critical net latency in a timely and cost-effective manner for on-chip processing in the automotive, enterprise computing, communications, consumer electronics, and industrial markets has resulted in increased SoC design complexity for chips used in these markets. This trend in turn has created increased demand for in-licensing commercial semiconductor design IP, which in turn has positively impacted our revenue and growth.

In order to address technological developments such as the above and expand our offerings, we have invested significantly in our research and development efforts. These investments, which included growth in engineering headcount, have resulted in substantially increased research and development expenses in recent periods. As we continue to invest in our technology and new product design efforts, we anticipate research and development expense will increase on an absolute basis and as a percentage of revenue in the near term. In the medium to longer term, however, while we expect to increase our research and development expense on an absolute basis, we expect this expense to reduce as a percentage of revenue.

We will continue to evaluate growth opportunities through acquisitions of other businesses.

Impact of Operating Globally

We believe our products’ global footprint provides us the opportunity to enter new markets and accelerate our growth. For 2022, 59.3% of our revenue was derived from sales to customers outside of the United States and 28.8% of our revenue was derived from customers located in China. For 2021, 56.9% of our revenue was derived from sales to customers outside of the United States. In particular, we derived 27.1% of our revenue in 2021 from customers located in China. While we believe operating internationally has beneficially impacted our results of operations, we are subject to inherent risks attributed to operating in a global economy. Further, our international operations have been, and may in the future continue to be, subject to restrictive government regulations. For example, U.S. export regulations, including regulations announced October 7, 2022 that impose broad end-use and other restrictions on doing business with certain customers and facilities in China that develop or produce semiconductor chips or manufacturing equipment, may limit or adversely impact our ability to license or support our products to entities in or doing business with certain advanced AI or “supercomputer” design companies, foundries and manufacturers of assemblies and components in China. As a result of these restrictions, we may face challenges to maintain our revenue and our revenue may decrease.

Cyclical Nature of the Semiconductor Industry

The semiconductor industry in which our customers operate is highly cyclical and is characterized by increasingly rapid technological change, product obsolescence, competitive pricing pressures, evolving standards, short product life cycles and fluctuations in product supply and demand. New technology may result in sudden changes in system designs or platform changes that may render some of our IP solutions obsolete and require us to devote significant research and development resources to compete effectively. Periods of rapid growth and capacity expansion are occasionally followed by significant market corrections in which our customers’ sales decline, inventories accumulate and facilities go underutilized. During an expansion cycle, we may increase research and development hiring to add to our product offerings or spend more on sales and marketing to acquire new customers, such as during the recent cycle of expansion in which we increased the number of our engineers significantly. During periods of slower growth or industry contractions, our sales generally suffer due to a decrease in customers’ Confirmed Design Starts or in sales of our customers’ products.

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COVID-19 Impact

While the duration and extent of the COVID-19 pandemic depends on future developments that cannot be accurately predicted at this time, such as the extent and effectiveness of containment actions and emergence of new variants, it has already had an adverse effect on the global economy and the lasting effects of the pandemic continue to be unknown. In response to the COVID-19 pandemic, the measures implemented by various authorities have caused us to change our business practices, including those related to where employees work, the distance between employees in our facilities, limitations on in-person meetings between employees and with customers, suppliers, service providers and stakeholders, as well as restrictions on business travel to domestic and international locations and to attend trade shows, technical conferences and other events. Although we have experienced, and may continue to experience, some impact on certain parts of our business as a result of governmental restrictions and other measures to mitigate the spread of COVID-19, our results of operations, cash flows and financial condition were not materially adversely impacted the year ended December 31, 2022.

We are unable to accurately predict the full impact that COVID-19 will have on our future results of operations, financial condition, liquidity and cash flows due to numerous uncertainties, including the duration and severity of the pandemic and containment measures. Although we expect most of our employees to return to physical offices, the nature and extent of that return is uncertain and differs among jurisdictions such as China where restriction against returning to offices remain largely in effect. For additional details, see the section titled “Risk Factors—Our business has been, and may continue to be, adversely affected by health epidemics, pandemics and other outbreaks of infectious disease, including the current COVID-19 pandemic.”

Key Performance Indicators

We use the following key performance indicators to analyze our business performance and financial forecasts and to develop strategic plans, which we believe provide useful information to investors and others in understanding and evaluating our results of operations in the same manner as our management team. These key performance indicators are presented for supplemental informational purposes only, should not be considered a substitute for financial information presented in accordance with generally accepted accounting principles in the United States (GAAP), and may differ from similarly titled metrics or measures used by other companies, securities analysts, or investors.

Annual Contract Value

We define Annual Contract Value (ACV) for an individual customer agreement as the total fixed fees under the agreement divided by the number of years in the agreement term. Our total ACV is the aggregate ACVs for all our customers as measured at a given point in time. Total fixed fees include licensing, support and maintenance and other fixed fees under IP licensing or software licensing agreements but excludes variable revenue derived from licensing agreements with customers, particularly royalties. ACV was $49.2 million and $47.4 million as of December 31, 2022 and December 31, 2021, respectively. In addition, total ACV and trailing twelve months royalties and other revenue was $52.4 million and $50.0 million as of December 31, 2022 and 2021, respectively. We monitor ACV to measure our success and believe the increase in the number shows our progress in expanding our customers’ adoption of our platform. ACV fluctuates due to a number of factors, including the timing, duration and dollar amount of customer contracts.

Active Customers and Customer Retention

We define Active Customers as customers who have entered into a license agreement with us that remains in effect. The retention and expansion of our relationships with existing customers are key indicators of our revenue potential. We added 38 and 29 net new Active Customers during each of the years ended December 31, 2022 and 2021, respectively. Our annual average customer retention rate, was 98% from December 31, 2021 to December 31, 2022.

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Confirmed Design Starts

We define Confirmed Design Starts as when customers confirm their commencement of new semiconductor designs using our interconnect IP and notify us. Confirmed Design Starts is a metric management uses to assess the activity level of our customers in terms of the number of new semiconductor designs that are started using our interconnect IP in a given period. Our interconnect IP and NoC interface IP customers confirmed a total of 82 and 86 design starts during each of the years ended December 31, 2022 and 2021, respectively. We believe that the number of Confirmed Design Starts is an important indicator of the growth of our business and future royalty revenue trends.

Remaining Performance Obligations

We define Remaining Performance Obligations (RPO) as the amount of contracted future revenue that has not yet been recognized, including both deferred revenue and contracted amounts that will be invoiced and recognized as revenue in future periods.

The RPO amount is intended to provide visibility into future revenue streams. We expect RPO to fluctuate up or down from period to period for several reasons, including amounts, timing, and duration of customer contracts, as well as the timing of billing cycles for each contract. Our RPO was $57.7 million and $60.5 million as of December 31, 2022 and 2021, respectively.

Components of Our Results of Operations

Revenue: Our revenue is primarily derived from licensing intellectual property, licensing software, support and maintenance services, professional services, training services, and royalties. Our agreements often include other service elements including training and professional services which were immaterial for the years ended December 31, 2022 and 2021, respectively.

Our interconnect solutions product arrangements provide customers the right to software licenses, services, software updates and technical support. We enter into licensing arrangements with customers that typically range from two to three years and generally consist of delivery of a design license that grants the customer the right to use the IP to design a contractually defined number of products and stand-ready support services that provides the customer with our application engineer support services. We believe our customers derive a significant benefit from our engineer support services, which consist of our proprietary software tool (RTL), ongoing access to Corporate Application Engineers (CAE) and Field Application Engineers (FAE) that perform certain verifications including benchmark performance, simulations and ultimately, through RTL, instantiate designs into silicon over the design term.

The support services, including access to application engineering support services and the benefits of the RTL, are integral and fundamental to the customer’s ability to derive its intended benefit from the IP.

CAEs are part of the product development team providing detailed requirements for engineering projects, working very closely with a customer’s chief technology officer and the marketing department, and performing quality assurance testing of customer products prior to shipment to their customers.

FAEs provide assistance to the customer’s engineering team in translating their desired SoC architecture into inputs for NoC IP configuration, assistance in optimizing the NoC configuration, answers to customer questions by the online support system or phone, constructive reviews of the progress achieved by the customer’s development team and provision of advice on how to best use the licensed IP, performance of design reviews before customer project RTL freeze and tape-out to ensure the customer used the licensed IP configuration tooling as intended so that the RTL output meets customer requirements and expectations. FAE reviews of the customer’s design are generally mandatory and consist of an understanding of the customer requirements and analysis of the adequacy of the contemplated IP considering the customer’s desired architecture and design goals and objectives, taking into consideration bandwidth, coherence/non-coherence, latency, clock and timing, areas, and any and all constraints, as identified and specific to the design under review.

Besides application engineer support services, support and maintenance services also consist of a stand-ready obligation to provide technical support and software updates over the support term. Generally, the first-year of technical support and software updates are bundled with and into the license fee with a customer option to renew additional years of support throughout the license term. However, we continue to provide technical support and software updates throughout the license term even if the customer does not renew these services in subsequent years, making the license term and support and maintenance term co-terminus.

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Revenues that are derived from the sale of a licensee’s products that incorporate our IP are classified as royalty revenues. Royalty revenues are recognized during the quarter in which the sale of the product incorporating the IP occurs. Royalties are calculated either as a percentage of the revenues received by a licensee’s sale of products incorporating the IP or on a per unit basis, as specified in the agreements with the licensees. For a majority of our royalty revenues, we receive the actual sales data from our customers after the quarter ends and account for it as unbilled receivables. When we do not receive actual sales data from the customer prior to the finalization of its financial statements, royalty revenues are recognized based on our estimation of the customer’s sales during the quarter.

Our deployment solutions product and CSRCompiler product arrangements provide customers the right to software licenses, software updates and technical support. The software licenses are time-based licenses with terms generally ranging from one to three years. These arrangements generally have two distinct performance obligations that consist of transferring the licensed software and the support and maintenance service. Support and maintenance services consist of a stand-ready obligation to provide technical support and software updates over the support term. Revenue allocated to the software license is recognized at a point in time upon the later of the delivery date or the beginning of the license period, and revenue allocated to support services is recognized ratably over the support term.

Cost of revenue: Cost of revenue relates to costs associated with our licensing agreements and support and maintenance, including applicable FAE personnel-related costs such as stock-based compensation, travel, and allocated overhead. We expect cost of revenue as a percentage of revenue to modestly decline over time due to productivity improvements of our FAE processes.

Research and development (R&D) expenses: R&D expenses consist primarily of salaries and associated personnel-related costs, facilities expenses associated with research and development activities, third-party project-related expenses connected with the development of our intellectual property which are expensed as incurred, and stock-based compensation expense and other allocated costs. We expect R&D expenses to increase in absolute terms and as a percentage of revenue in the short term and to continue to increase in absolute terms in the medium to long term but decrease as a percentage of revenue as certain new products are launched.

Sales and marketing (S&M) expenses: S&M expenses consist primarily of salaries, commissions, travel and other costs associated with S&M activities, as well as advertising, trade show participation, public relations, and other marketing costs, stock-based compensation expenses and other allocated costs. We expect S&M expenses to increase in absolute terms but decrease as a percentage of revenue due to productivity improvements of our sales processes.

General and administrative (G&A) expenses: G&A expenses consist primarily of salaries for management and administrative employees, depreciation, insurance costs, accounting, legal and consulting fees, other professional service fees, expenses related to the development of corporate initiatives and facilities expenses associated with G&A activities and stock-based compensation expense, fees for directors and other allocated costs.

We incur additional expenses as a result of operating as a public company, including costs to comply with the rules and regulations applicable to companies listed on a national securities exchange, costs related to compliance and reporting obligations, and increased expenses for additional G&A personnel, directors and officers insurance, investor relations, and professional services. We expect G&A expenses to increase as our business grows. In addition, we expect G&A expenses as a percentage of revenue to vary from period to period but generally decrease over the long term.

Interest expense: Interest expense consists primarily of interest expense on our vendor financing arrangements.

Interest and other income (expense), net: Interest and other income (expense), net consists primarily of interest income earned on our cash and cash equivalents and available-for-sale investments, gains and losses from foreign currency exchange, gain on deconsolidation of subsidiary, realized gains and losses from available-for-sale investments as well as deferred income.

Loss from equity method investment: Loss from equity method investment consists of our proportionate share of net income (losses) from our equity method investee.

Provision for (benefit from) income taxes: Our income tax provision consists primarily of income taxes in certain foreign jurisdictions in which we conduct business and includes foreign non-recoverable withholding taxes. We have a full valuation allowance against our U.S. federal and state deferred tax assets as the realization of the full amount of these deferred tax assets is uncertain, including net operating loss carryforwards and tax credits related primarily to research and development. We expect to maintain this full valuation allowance until it becomes more likely than not that the deferred tax assets will be realized.

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Results of Operations

The following table summarizes our GAAP results of operations for the periods presented. The results below are not necessarily indicative of results to be expected for future periods.

Year ended December 31,
20222021
(in thousands)
Total revenue$50,378$37,864
Cost of revenue (1)4,2813,731
Gross profit46,09734,133
Operating expenses:
Research and development (1)41,16730,812
Sales and marketing (1)17,41911,726
General and administrative (1)16,36713,360
Total operating expenses74,95355,898
Loss from operations(28,856)(21,765)
Interest expense(89)(105)
Interest and other income (expense), net1,425(474)
Loss before income taxes and loss from equity method investment(27,520)(22,344)
Loss from equity method investment, net of tax(284)
Provision for (benefit from) income taxes(417)1,040
Net loss$(27,387)$(23,384)

(1)Includes stock-based compensation expense as follows:

Year Ended December 31,
20222021
(in thousands)
Cost of revenue$562$218
Research and development5,8653,495
Sales and marketing2,123579
General and administrative3,1421,218
Total stock-based compensation expense$11,692$5,510

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The following table summarizes our results of operations as a percentage of total revenue for each of the periods indicated:

Year Ended December 31,
20222021
(as a percentage of total revenue)
Total revenue100%100%
Cost of revenue810
Gross profit9290
Operating expenses:
Research and development8281
Sales and marketing3531
General and administrative3236
Total operating expenses149148
Loss from operations(57)(58)
Interest expense
Interest and other income (expense), net3(1)
Loss before income taxes and loss from equity method investment(54)(59)
Loss from equity method investment, net of tax(1)
Provision for (benefit from) income taxes(1)3
Net loss(54)%(62)%

Comparison of the Years Ended December 31, 2022 and 2021

Revenue

Year Ended December 31,Change
20222021$%
(in thousands)
Licensing, support and maintenance$46,012$34,731$11,28132%
Variable royalties3,1402,64749319
Other1,226486740152
Total$50,378$37,864$12,51433%

Revenue from licensing, support and maintenance increased $11.3 million during the year ended December 31, 2022 as compared to the year ended December 31, 2021. The increase was primarily due to an increase in new license agreements with existing customers, the addition of new customers as well as increased average selling prices. Growth in our variable royalty revenue during the year ended December 31, 2022 was primarily due to the production increase from existing customers.

Cost of revenue

Year Ended December 31,Change
20222021$%
(in thousands)
Cost of revenue$4,281$3,731$55015%

The increase in cost of revenue during the year ended December 31, 2022 was primarily due to higher FAE employee-related stock-based compensation expense, primarily related to new grants in 2022.

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Operating expenses

Year Ended December 31,Change
20222021$%
(in thousands)
Research and development$41,167$30,812$10,35534%
Sales and marketing17,41911,7265,69349
General and administrative16,36713,3603,00723
Total operating expenses$74,953$55,898$19,05534%

Research and development expenses

R&D expenses increased, $10.4 million, or 34%, to $41.2 million for the year ended December 31, 2022 from $30.8 million for the year ended December 31, 2021. The increase in R&D expenses was due to an increase in allocated costs of $3.1 million, higher employee-related costs of $5.4 million, including higher stock-based compensation expense of $2.4 million primarily related to new grants in 2022, and higher professional fees of $0.5 million, all as a result of an increase in engineering headcount to support our continued growth and investment in our interconnect technology and IP deployment software. We also incurred higher depreciation expense of R&D equipment of $0.7 million.

Sales and marketing expenses

S&M expenses increased, $5.7 million, or 49%, to $17.4 million for the year ended December 31, 2022 from $11.7 million for the year ended December 31, 2021. The increase in S&M expenses was primarily due to higher employee-related costs, including commissions, of $2.9 million mainly driven by increased headcount to support growth of our business, higher stock-based compensation expense of $1.5 million primarily related to new grants in 2022, and higher allocated costs of $1.1 million primarily attributable to increased headcount.

General and administrative expenses

G&A expenses increased, $3.0 million, or 23%, to $16.4 million for the year ended December 31, 2022 from $13.4 million for the year ended December 31, 2021. The increase in G&A expenses was primarily due to higher stock-based compensation expense of $1.9 million primarily related to new grants in 2022. We also incurred increased directors and officers liability insurance expenses of $1.7 million to support the normal course of operating as a public company, partially offset by decrease in professional fees of $1.4 million.

Interest expense

Year Ended December 31,Change
20222021$%
(in thousands)
Interest expense$(89)$(105)$16(15)%

Interest expense for the year ended December 31, 2022 remained relatively flat compared to the year ended December 31, 2021.

Interest and other income (expense), net

Year Ended December 31,Change
20222021$%
(in thousands)
Interest and other income (expense), net$1,425$(474)$1,899(401)%

Interest and other income (expense), net for the year ended December 31, 2022 was an income of $1.4 million, compared to an expense of $0.5 million for the year ended December 31, 2021. The increase in interest and other income is primarily related to foreign currency exchange, the gain on deconsolidation of our wholly-owned subsidiary, interest income earned on higher cash balances due to proceeds from our IPO in October 2021, and interest income earned on our available-for-sale investments.

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Loss from equity method investment

Year Ended December 31,Change
20222021$%
(in thousands)
Loss from equity method investment$(284)$$(284)*

* Not meaningful

Loss from equity method investment was $0.3 million for the year ended December 31, 2022, compared to zero for the year ended December 31, 2021, representing our share of Transchip’s net loss during 2022 that we record on a one-quarter lag.

Provision for (benefit from) income taxes

Year Ended December 31,Change
20222021$%
(in thousands)
Provision for (benefit from) income taxes$(417)$1,040$(1,457)(140)%

The provision for (benefit from) income taxes for the year ended December 31, 2022 was a benefit of $0.4 million, compared to an expense of $1.0 million for the year ended December 31, 2021. The decrease in our income tax expense was primarily due to increases in pre-tax worldwide book losses, true-ups, changes in current year foreign withholding taxes which are creditable in foreign jurisdictions, and the release of a portion of US valuation allowance as a result of our business combination during the year ended December 31, 2022.

Liquidity and Capital Resources

Since inception, we have financed operations primarily from payments received from our customers, the net proceeds from the sale of our common stock in the IPO as well as the net proceeds from the private issuance of our convertible preferred stock and common stock. As of December 31, 2022, we had $68.2 million in cash and cash equivalents and short-term investments of which $4.2 million was held by our foreign subsidiaries.

We believe our cash and cash equivalents, short-term investments, and cash provided by sales of our products will be sufficient to meet our expected working capital needs, capital expenditures, financial commitments and other liquidity requirements associated with our existing operations for at least the next 12 months. If these resources are not sufficient to satisfy our liquidity requirements, we may be required to seek additional financing. If we raise additional funds by issuing equity securities, our stockholders will experience dilution. Debt financing, if available, may contain covenants that significantly restrict our operations or our ability to obtain additional debt financing in the future. Any additional financing that we raise may contain terms that are not favorable to us or our stockholders. We cannot assure you that we would be able to obtain additional financing on terms favorable to us or our existing stockholders, or at all. See “Risk Factors —Risks Related to Our Business and Industry—Our ability to raise capital in the future may be limited and could prevent us from executing our growth strategy” for additional information.

Cash Flows

The following table summarizes changes in our cash flows for the periods indicated:

Year Ended December 31,
20222021
(in thousands)
Net cash used in operating activities$(6,767)$(814)
Net cash used in investing activities$(37,481)$(1,359)
Net cash (used in) provided by financing activities$(4,154)$76,254

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Operating Activities

Cash flows from operating activities may vary significantly from period to period depending on a variety of factors including the timing of our receipts and payments. Our ongoing cash outflows from operating activities primarily relate to payroll-related costs, payments for professional services, obligations under our property leases and design tool licenses. Our primary source of cash inflows is receipts from our accounts receivable. The timing of receipts of accounts receivable from customers is based upon the completion of agreed milestones or agreed dates as set forth in the contracts.

For the year ended December 31, 2022, net cash used in operating activities was $6.8 million, primarily due to our net loss of $27.4 million, adjusted for non-cash charges of $13.0 million and $7.6 million changes in operating assets and liabilities. Non-cash charges primarily consisted of stock-based compensation of $11.7 million and depreciation and amortization of $2.1 million, partially offset by deferred income taxes due to release of a portion of US valuation allowance as a result of our business combination of $0.5 million, and amortization of deferred income of $0.4 million. The primary drivers of the changes in operating assets and liabilities were a $7.1 million decrease in accounts receivable, a $0.2 million decrease in prepaid expenses and other assets, a $0.5 million increase in accrued expenses and other liabilities, and a $0.8 million increase in deferred revenue, offset by a $1.0 million decrease in accounts payable.

For the year ended December 31, 2021, net cash used in operating activities was $0.8 million, primarily due to our net loss of $23.4 million, adjusted for non-cash charges of $7.1 million and $15.5 million changes in operating assets and liabilities. Non-cash charges primarily consisted of stock-based compensation of $5.5 million and depreciation and amortization of $1.5 million. The primary drivers of the changes in operating assets and liabilities were a $16.3 million increase in deferred revenue, $2.8 million increase in accrued expenses and other liabilities, $0.5 million decrease in accounts receivables and $0.4 million increase in accounts payable, partially offset by $4.4 million increase in prepaid expenses and other assets.

Investing Activities

Net cash used in investing activities for the year ended December 31, 2022 was $37.5 million primarily attributable to $35.0 million of purchases of available-for-sale securities, $1.1 million of payments for business combination, net of $0.3 million of cash acquired, purchases of property and equipment of $1.1 million, and $0.5 million of payments related to investment in our equity method investee, see Note 15 to our consolidated financial statements. The cash outflow was offset by proceeds of $0.2 million from principal portion of our related party loan,

Net cash used in investing activities was $1.4 million for the year ended December 31, 2021, primarily attributable to purchases of property and equipment and payments of deferred consideration related to the Magillem acquisition.

Financing Activities

For the year ended December 31, 2022, net cash used in financing activities was $4.2 million, primarily attributable to payments to tax authorities for shares withheld from employees of $2.1 million, payments of contingent consideration for business combination of $1.6 million, principal payments under vendor financing arrangements of $1.1 million, partially offset by proceeds from exercise of stock options of $0.9 million.

For the year ended December 31, 2021, net cash provided by financing activities was $76.3 million, primarily attributable to proceeds from issuance of common stock upon initial public offering net of underwriting commissions and other issuance costs of $71.3 million and proceeds from issuance of common stock of $5.4 million.

Contractual Obligations

Our principal commitments consist of obligations under our operating leases for office space and data center hosting space and vendor finance arrangements. Information regarding our non-cancelable lease commitments as of December 31, 2022 can be found in Note 10 to our consolidated financial statements included elsewhere in this Annual Report on Form 10-K. Our obligations as of December 31, 2022 under our vendor finance arrangements are described in Note 11 to our consolidated financial statements included elsewhere in this Annual Report on Form 10-K.

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Critical Accounting Estimates

Our consolidated financial statements are prepared in accordance with GAAP. The preparation of consolidated financial statements requires us to make certain estimates, judgments, and assumptions. We base our estimates on historical experience and on various other assumptions that we believe to be reasonable based upon information available to us at the time that these estimates, judgments, and assumptions are made. Our estimates and related judgments and assumptions are continually evaluated based on available information and experiences. However, actual amounts could differ from those estimates.

The following are the critical accounting policies requiring estimates, judgments, and assumptions that we believe have the most significant impact on our consolidated financial statements.

Revenue Recognition

We recognize license revenues as we transfer control of deliverables (software and services) to our customers in an amount reflecting the consideration to which we expect to be entitled. To recognize revenues, we apply the following five step approach: (1) identify the contract with a customer, (2) identify the performance obligations in the contract, (3) determine the transaction price, (4) allocate the transaction price to the performance obligations in the contract, and (5) recognize revenue when a performance obligation is satisfied. We account for a contract when it has approval and commitment from all parties, the rights of the parties are identified, payment terms are identified, the contract has commercial substance and collectability of consideration is probable. We apply judgment in determining the customer’s ability and intention to pay based on a variety of factors including the customer’s historical payment experience.

Nature of Products and Services

Our revenue is derived from licensing intellectual property, licensing software, support and maintenance services, professional services, training services, and royalties.

Design Solutions

Interconnect solutions product agreements provide customers the right to software licenses, services, software updates and technical support. We enter into licensing agreements with customers that typically range from two to three years and generally consist of delivery of a design license that grants the customer the right to use our IP to design a contractually defined number of products and stand-ready support services that provide the customer a significant benefit from our RTL as well as ongoing access to application engineer support services to perform certain verifications including benchmark performance, simulations and ultimately, through the RTL, instantiate designs into silicon over the design term.

The support services, including access to application engineering support services and the benefits of the RTL, are integral and fundamental to the customer’s ability to derive its intended benefit from the IP.

CAEs are part of the product development team providing detailed requirements for engineering projects, working very closely with a customer’s chief technology officer, and similar staff, and their marketing department, and performing quality assurance testing of customer products prior to shipment to their customers.

FAEs provide assistance to the customer’s engineering team in translating their desired SoC architecture into inputs for NoC IP configuration, assistance in optimizing the NoC configuration, answer to customer questions by the online support system or phone, constructive reviews of the progress achieved by the customer’s development team and provision of advice on how to best use the licensed IP, performance of design reviews before customer project RTL freeze and tape-out to ensure the customer used the licensed IP configuration tooling as intended so that the RTL output meets customer requirements and expectations. FAE reviews of the customer’s design are mandatory and consist of an understanding of the customer requirements and analysis of the adequacy of the contemplated IP considering the customer’s desired architecture and design goals and objectives, taking into consideration bandwidth, coherence/non-coherence, latency, clock and timing, areas, and any and all constraints, as identified and specific to the design under review.

Besides application engineer support services, support and maintenance services also consist of a stand-ready obligation to provide technical support and software updates over the support term. Generally, the first-year of technical support and software updates are bundled with and into the license fee with a customer option to renew additional years of support throughout the license term. However, we continue to provide technical support and software updates throughout the license term even if the customer does not renew these services in subsequent years, making the license term and support and maintenance term co-terminus.

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Considering the nature of the combined design tool and assisting our customers in applying our IP technology in our customers’ development environment and the relative significance thereof, we have concluded that our Interconnect Solutions IP licensing agreements are not distinct from its obligation to provide the application engineering support services and benefits of the RTL. The Interconnect Solutions IP, RTL, and the application engineering support services serve to fulfill our commitment to the customer, as they represent inputs to a single, combined performance obligation that commences upon the later of the agreement effective date or transfer of the software license. The design license and the regular two-way interaction between the design tool, RTL , and the application engineering support services give the customer the intended benefit from the arrangement, which is the ability to commercialize their design. Customers cannot benefit from the design license on its own or together with other readily available resources as no other RTL or application engineer support service exists in the marketplace that a customer could use with the design license. Consequently, the RTL and application engineer support service cannot be used on its own or together with any other design license as we do not allow the use of the RTL or provide application engineer support services separately from the design license. Further, although technical support and software updates is a distinct performance obligation, it is accounted for as if it were part of a single performance obligation that includes the licenses, RTL and application engineer support services because the technical support and updates are provided in practice for the same period of time and have the same time-based pattern of transfer to the customer as the combined design license, RTL, and application support services.

Revenues that are derived from the sale of a licensee’s products that incorporate our IP are classified as royalty revenues. Royalty revenues are recognized during the quarter in which the sale of the product incorporating our IP occurs. Royalties are calculated either as a percentage of the revenues received by a licensee’s sale of products incorporating our IP or on a per unit basis, as specified in the agreements with the licensees. For a majority of our royalty revenues, we receive the actual sales data from its customers after the quarter ends and account for it as unbilled receivables. When we do not receive actual sales data from the customer prior to the finalization of our financial statements, royalty revenues are recognized based on our estimation of the customer’s sales during the quarter.

Deployment Solutions

Deployment Solutions product agreements provide customers the right to software licenses, software updates and technical support. The software licenses are time-based licenses with terms generally ranging from one to three years. These agreements generally have two distinct performance obligations that consist of transferring the licensed software and the support and maintenance service. Support and maintenance services consist of a stand-ready obligation to provide technical support and software updates over the support term. Revenue allocated to the software license is recognized at a point in time upon the later of the delivery date or the beginning of the license period, and revenue allocated to support services is recognized ratably over the support term.

A limited number of Deployment Solutions contracts include tokens, a mechanism used to both enable “peak” users to choose a combination of the software products on a monthly basis and restrict the number of users. We recognize revenue related to these tokens at a point in time, based on quarterly consumption information provided by the customer.

Professional Services

Our agreements often include service elements (other than maintenance and support services). These services include training, design assistance, and consulting. Services performed on a time and materials basis are recognized over the period the services are provided either using an output method such as labor hours, or a method that is otherwise consistent with the way in which value is delivered to the customer. Services performed on a fixed price basis are recognized over time, generally using costs incurred or hours expended to measure progress.

Multiple Performance Obligations

Most of our contracts with customers contain multiple performance obligations. For these contracts, we account for individual performance obligations separately, if they are distinct. The transaction price is allocated to the separate performance obligations on a relative standalone selling price basis, which are estimated considering multiple factors including observable industry pricing practices and internal pricing strategies and objectives. Standalone selling prices of software licenses are typically estimated using the residual approach. Standalone selling prices of professional services are typically estimated based on observable transactions when these services are sold on a standalone basis.

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Transaction price

Revenue is recognized when, or as, control of a promised product or service transfers to a client, in an amount that reflects the consideration to which we expect to be entitled in exchange for transferring those products or services. If the consideration promised in a contract includes a variable amount, we estimate the amount to which we expect to be entitled using either the expected value or most likely amount method, to the extent it is probable that a significant reversal of cumulative revenue recognized will not occur. Generally, the transaction price of our contracts is fixed at the inception of the contract. Our contracts generally do not include terms that could cause variability in the transaction price.

We assess the timing of the transfer of goods or services to the customer as compared to the timing of payments to determine whether a significant financing component exists. As a practical expedient, we do not assess the existence of a significant financing component when the difference between payment and transfer of deliverables is a year or less. If the difference in timing arises for reasons other than the provision of finance to either the customer or us, no financing component is deemed to exist. When contracts involve a significant financing component, we adjust the promised amount of consideration for the effects of the time value of money if the timing of payments agreed to by the parties to the contract (either explicitly or implicitly) provide the customer with a significant benefit of financing.

We report revenue net of any revenue-based taxes assessed by governmental authorities that are imposed on and concurrent with specific revenue-producing transactions.

In instances where foreign licensees withhold and remit taxes to local authorities in accordance with local laws and regulations, we recognize and present revenue on a gross basis, and include the withholding tax in income tax expense.

Flexible Spending Accounts

Some customers enter into a non-cancelable Flexible Spending Account (FSA) agreements whereby the customer commits to a fixed dollar amount over a specified period of time that can be used to purchase from a list of our products or services. These agreements do not meet the definition of a revenue contract until the customer executes a separate order to identify the required products and services that they are purchasing. The combination of the FSA agreement and the subsequent order creates enforceable rights and obligations, thus meeting the definition of a revenue contract. Each separate order under the agreement is treated as an individual contract and accounted for based on the respective performance obligations included within the FSA agreements.

Contract modifications

Our contracts may be modified to add, remove or change existing performance obligations. The accounting for modifications to our contracts involves assessing whether the products and services added to an existing contract are distinct and whether the pricing is at the standalone selling price. Products and services added that are not distinct are accounted for on a cumulative catch-up basis, while those that are distinct are accounted for prospectively, either as a separate contract if the additional services are priced at the standalone selling price, or as a termination of the existing contract and creation of a new contract if not priced at the standalone selling price. Our more significant contract modifications include extensions of the design license term and the purchase of additional years of support and maintenance.

Judgments

Our contracts with customers often include promises to transfer multiple products and services to a customer. Determining whether products and services are considered distinct performance obligations that should be accounted for separately versus together requires significant judgment. Judgment is also required to determine the standalone selling price for each distinct performance obligation.

Contract Balances

The timing of revenue recognition may differ from the timing of invoicing to customers, and these timing differences result in receivables (billed or unbilled), contract assets, or contract liabilities (deferred revenue) on our consolidated balance sheet. We record a contract asset when revenue is recognized prior to the right to invoice. We record deferred revenue when we invoice customers and revenue is not yet recognized. For time-based software agreements, customers are generally invoiced in single or annual amounts, although some customers are invoiced more frequently over-time. We record an unbilled receivable when revenue is recognized and it has an unconditional right to invoice and receive payment.

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We capitalize sales commission as costs of obtaining a contract when they are incremental and, if they are expected to be recovered, amortized in a manner consistent with the pattern of transfer of the good or service to which the asset relates.

Income Taxes

We account for income taxes under the asset and liability method. Under this method, deferred taxes are determined based on the temporary differences between the financial statement and tax basis of assets and liabilities using tax rates expected to be in effect during the years in which the basis differences are expected to reverse. The effect of a change in tax rates on deferred tax assets and liabilities is recognized in income in the period that includes the enactment date. We provide for a valuation allowance when it is more likely than not that some portion, or all of our deferred tax assets will not be realized. In making such determination, we consider all available positive and negative evidence, including future reversals of existing taxable temporary differences, projected future taxable income, tax-planning strategies, and results of recent operations. As of December 31, 2022 and 2021, we recorded a full valuation allowance against our U.S. federal, state, and certain foreign jurisdiction deferred tax assets.

Stock-based Compensation

We measure equity classified stock-based awards, including stock options, RSUs, and RSAs granted to employees, directors, and non-employees based on the estimated fair values of the awards on the date of the grant. Stock-based compensation expense for awards with service-based vesting only is recognized on a straight-line basis over the requisite service period which is generally the vesting period of such awards, as a component of operating expenses within the Consolidated Statements of Income (Loss). For awards that include performance conditions stock-based compensation expense is recognized on a graded vesting basis over the requisite service period. Compensation expense is not recognized until the performance condition becomes probable.

The performance-based vesting condition of certain awards is satisfied in connection with us becoming a publicly listed company or a change in control. Upon the effectiveness of our initial public offering (IPO), the performance-based vesting condition was satisfied and therefore, we recognized cumulative stock-based compensation expense of $3.5 million associated with such RSUs for the portion for which the service-based vesting condition had been fully or partially satisfied for the year ended December 31, 2021. RSUs granted after our IPO do not contain the performance-based vesting condition described above.

We account for forfeitures related to these awards as they occur.

The fair value of each stock option grant is estimated on the date of grant using the Black-Scholes option-pricing model. This valuation model for stock-based compensation expense requires us to make assumptions and judgments about the variables used in the calculation including the expected term, the volatility of our common stock, and an assumed risk-free interest rate. As a result, if we revise our assumptions and estimates, our stock-based compensation expense could change. We determine valuation assumptions for Black-Scholes as follows:

Risk-Free Interest Rate—We base the risk-free interest rate used in the Black-Scholes option-pricing model on the implied yield available on US Treasury zero coupon issues with an equivalent expected term of the options for each option group.

Expected Term—The expected term represents the period that our stock-based awards are expected to be outstanding. The expected term assumption is based on the simplified method. We expect to continue using the simplified method until sufficient information about our historical behavior is available.

Volatility—We determine the price volatility factor based on the historical volatilities of our peer group as the we do not have sufficient trading history for its common stock.

Dividend Yield—We have never declared or paid any cash dividend and does not currently plan to pay a cash dividend in the foreseeable future. Consequently, we used an expected dividend yield of zero.

We had no stock option grants during the years ended December 31, 2022 and 2021.

The fair value of RSUs and RSAs granted is measured as the fair value per share of our common stock on the date of grant.

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Common Stock Valuations

Prior to our IPO, the fair value of the common stock underlying our stock-based awards has historically been determined by our board of directors, with input from management and contemporaneous independent third-party valuations. We believe that our board of directors has the relevant experience and expertise to determine the fair value of our common stock. Given the absence of a public trading market of our common stock, and in accordance with the American Institute of Certified Public Accountants Practice Aid, Valuation of Privately-Held Company Equity Securities Issued as Compensation, our board of directors exercised reasonable judgment and considered numerous objective and subjective factors to determine the best estimate of the fair value of our common stock, including:

■independent third-party valuations of our common stock;

■the rights, preferences and privileges of our redeemable convertible preferred stock relative to those of our common stock;

■our financial condition, results of operations and capital resources;

■the industry outlook;

■the valuation of comparable companies;

■the lack of marketability of our common stock;

■the fact that option and RSU grants have involved rights in illiquid securities in a private company;

■the likelihood and timeline of achieving a liquidity event, such as a public offering or a sale of our company given prevailing market conditions;

■the history and nature of our business, industry trends and competitive environment; and

■general economic outlook including economic growth, inflation and unemployment, interest rate environment and global economic trends.

After our IPO, the fair value of our common stock is based on the closing price as reported on the date of grant on the primary stock exchange on which our common stock is traded.

Business Combinations

We allocate the purchase price to the tangible assets acquired, liabilities assumed, and intangible assets acquired based on their estimated fair values. The excess of the purchase price over the fair values of these identifiable assets and liabilities is recorded as goodwill. Such valuations require management to make significant estimates and assumptions, especially with respect to intangible assets. These estimates are based on information obtained from management of the acquired companies, our assessment of this information, and historical experience. Significant estimates in valuing certain intangible assets include, but are not limited to, future expected cash flows from acquired customers, acquired technology, and trade names from a market participant perspective, useful lives, and discount rates. Management’s estimates of fair value are based upon assumptions believed to be reasonable, but which are inherently uncertain and unpredictable and, as a result, actual results may differ from estimates. In addition, unanticipated events and circumstances may occur that may affect the accuracy or validity of such estimates, and if such events occur, we may be required to adjust the value allocated to acquired assets or assumed liabilities. During the measurement period, which may be up to one year from the acquisition date, we may record adjustments to the assets acquired and liabilities assumed with the corresponding offset to goodwill. Upon the conclusion of the measurement period or final determination of the values of assets acquired or liabilities assumed, whichever comes first, any subsequent adjustments are recorded to our consolidated statements of loss. Acquisition costs, such as legal and consulting fees, are expensed as incurred.

Investments

All investments in debt securities have been classified as “available-for-sale” and are carried at estimated fair value as determined based upon quoted market prices or pricing models for similar securities. We determine the appropriate classification of our investments in debt securities at the time of purchase and reevaluate such designation as of each balance sheet date. Short-term investments have original maturities of greater than three months but one year or less as of the consolidated balance sheet dates. Long-term investments have maturities greater than one year as of the consolidated balance sheet dates. If we expect to sell a debt security within one year, we will classify the investment as a short-term investment regardless of its stated maturity date.

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The available-for-sale securities are reported at fair value with unrealized gains and losses included in accumulated other comprehensive income (loss). A decline in the fair value of the available-for-sale securities is recognized directly to net income (loss) if judged to be other than temporary. Interest earned on investments in debt securities, realized gains and losses and impairment losses, if any, on investments in debt securities are included in interest and other income (expense), net in the consolidated statements of loss. The cost of securities sold is based on the specific-identification method.

Equity Method Investments

We use the equity method to account for our investments in companies which we do not control but are deemed to have the ability to exercise significant influence over operating and financial decisions of the investee.

We generally measure an investment in the common stock of an investee initially at cost. The carrying value of the our equity method investments is reported in equity method investment on the consolidated balance sheets. We record our proportionate share of the income or loss in our equity method investments on a one-quarter lag. The cost is adjusted to recognize our proportionate share of the investee’s net income or loss after the date of investment. We assess investments for impairment whenever events or changes in circumstances indicate that the carrying value of an investment may not be recoverable.

Distributions received from an investee reduce the carrying value of an investment and are recorded in the consolidated statements of cash flows using the nature of distribution approach.

Goodwill and Intangible Assets

We perform our goodwill and other indefinite-lived intangible assets impairment tests annually or more frequently if events or changes in circumstances occur that would more likely than not reduce the fair value below its carrying value. For the years ended December 31, 2022 and 2021, we did not have any goodwill or other indefinite-lived intangible assets impairment.

Acquired finite-lived intangible assets are amortized on a straight-line basis over the estimated useful lives of the assets, which range from five to eight years, unless the lives are determined to be indefinite. We routinely review the remaining estimated useful lives of finite-lived intangible assets. Amortization expenses are recorded operating expenses on the consolidated statements of loss.

Recently Issued and Adopted Accounting Pronouncements

For more information regarding recently issued accounting pronouncements, see Note 2 to our consolidated financial statements included elsewhere in this report.

JOBS Act

We are an emerging growth company, as defined in the Jumpstart Our Business Startups (JOBS) Act. The JOBS Act provides that an emerging growth company can take advantage of an extended transition period for complying with new or revised accounting standards. This provision allows an emerging growth company to delay the adoption of some accounting standards until those standards would otherwise apply to private companies. We have elected to use the extended transition period under the JOBS Act for the adoption of certain accounting standards until the earlier of the date we (i) are no longer an emerging growth company or (ii) affirmatively and irrevocably opt out of the extended transition period provided in the JOBS Act. See Note 2, Basis of Presentation and Summary of Significant Accounting Policies, in the notes to our consolidated financial statements included elsewhere in this Annual Report on Form 10-K. As a result, our financial statements may not be comparable to companies that comply with new or revised accounting pronouncements as of public company effective dates.

FY 2021 10-K MD&A

SEC filing source: 0001667011-22-000010.

Extracted structurally from real Item 7 body heading to real Item 7A/8 boundary. Published MD&A gate trimmed front/tail over-capture. Confidence: high. Filing date: 2022-03-07. Report date: 2021-12-31.

Item 7. Management's Discussion and Analysis of Financial Condition and Results of Operations

The following discussion and analysis of our financial condition and results of operations should be read in conjunction with our consolidated financial statements and related notes included under Part II, Item 8 in this Annual Report on Form 10-K. This discussion and analysis contains forward-looking statements based upon current beliefs, plans and expectations that involve risks, uncertainties and assumptions, such as statements regarding our plans, objectives, expectations, intentions and projections. Our actual results and the timing of selected events could differ materially from those anticipated in these forward-looking statements as a result of several factors, including those set forth under the heading “Risk Factors” and elsewhere in this Annual Report on Form 10-K. You should carefully read the “Risk Factors” section of this Annual Report on Form 10-K to gain an understanding of the important factors that could cause actual results to differ materially from forward-looking statements. Please also see the section titled “Cautionary Note Regarding Forward-Looking Statements.”

Unless the context otherwise requires, all references in this report to “we,” “us,” “our,” the “Company,” and “Arteris” refer to Arteris, Inc. and its subsidiaries.

Overview

We are a leading provider of interconnect and other IP technology that manages the on-chip communications in SoC semiconductor devices. Our products enable our customers to deliver increasingly complex SoCs that not only process data but are also able to make decisions. Growth in the TAM for our solutions is being driven by the addition of more processors, channels of memory access, machine learning sections, chiplets, additional I/O interface standards and other subsystems within SoCs. The growth in the numbers of these connected on-chip subsystems place an increasing premium on the interconnect IP capability to move data inside complex SoCs. We believe this increase in SoC complexity is creating a significant opportunity for sophisticated SoC system IP solutions which incorporate NoC interconnect IP, IP deployment software and NoC interface IP (consisting of peripheral data transport IP and control plane networks connected to NoC interconnect IP).

Our IP deployment solutions, which were significantly enhanced by our acquisition of Magillem in 2020, complement our interconnect IP solutions by helping to automate not only the customer configuration of its NoC interconnect but also the process of integrating and assembling all of the customer’s IP blocks into an SoC. Products incorporating our IP are used to carry most of the important data inside complex SoCs for sophisticated applications, including automated driving, AI/ML, 5G and wireless communications, data centers, and consumer electronics.

As of December 31, 2021, we had 217 full-time employees and offices in eight locations in the United States, France, China, South Korea and Japan. For the year ended December 31, 2021, we generated revenue of $37.9 million, net loss of $23.4 million and net loss per share – basic and diluted of $1.06. As of December 31, 2021, we had Annual Contract Value (as defined below) of $47.4 million and 192 Active Customers (as defined below). During the year ended December 31, 2021, our customers had 86 Design Starts (as defined below).

Initial Public Offering

In October, 2021, we completed our initial public offering (IPO), in which we issued and sold 5,750,000 shares of common stock at the public offering price of $14.00 per share, including 750,000 shares issued upon the full exercise of the underwriters’ option to purchase additional shares. We received net proceeds of $71.1 million after deducting underwriting discounts and commissions and offering expenses. In connection with the IPO, all of the shares of our outstanding redeemable convertible preferred stock prior to the IPO automatically converted into an aggregate of 4,471,316 shares of common stock.

Deferred offering costs for the IPO were $3.8 million and consisted primarily of direct incremental accounting, legal and other fees related to the IPO. Prior to the IPO, all deferred offering costs were capitalized and included in other assets, non-current on the consolidated balance sheets. Upon completion of the IPO, deferred offering costs were reclassified into stockholders’ equity as a reduction of the IPO proceeds.

Acquisition

On November 30, 2020, Arteris IP, SAS, our wholly owned subsidiary, completed the acquisition of Magillem for a total consideration of $7.8 million. Magillem is a leading provider of design flow and content management software solutions for the complex chip market. The primary reason for the acquisition was to integrate our technologies in order to accelerate and simplify the SoC assembly design flow and enhance innovation in both SoC IP integration software and the highly configurable on-chip interconnect IP that implements chip architectures.

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Factors Affecting Our Business

We believe that the growth of our business and our future success are dependent upon many factors including those described above under “Risk Factors” and elsewhere in this report and those described below. While each of these factors presents significant opportunities for us, these factors also pose challenges that we must successfully address in order to sustain the growth of our business and enhance our results of operations.

License Agreements with New and Existing Customers

Our ability to generate revenue from new license agreements, and the timing of such revenue, is subject to a number of factors, risks and contingencies. For new products, the time from initial development until we generate license revenue can be lengthy, typically between one and three years. In addition, because the selection process by our customers is typically lengthy and market requirements and alternative solutions available to customers for IP-based products change rapidly, we may be required to incur significant research and development expenditures in pursuit of new products over extended, multiyear periods of time with no assurance that our solutions will be successfully developed or ultimately selected by our customers. While we make efforts to observe market demand and market need trends, we cannot be certain that our investment in developing and testing new products will generate an adequate rate of return in the form of fees, royalties or other revenues, or any revenues. Moreover, the customer acquisition process has a typical duration of six to nine months; following this, a customer’s chip design cycle is typically between one to three years and may be delayed due to factors beyond our control, which may result in our customer’s product not reaching the market until long after we entered into a contract with such customer. Customers typically start shipping their products containing our interconnect IP solutions between one to five years following completion of their product design, known as mass production, at which point we start to receive royalties; this lasts for up to seven years depending on the market segment. Any significant delay in the ramp-up of volume production of the customer’s products into which our product is designed could adversely affect our business due to delayed or significantly reduced revenues. Further, because the average selling prices (ASPs) of our products may decline over time, we consider new license agreements and new product launches to be critical to our future success and anticipate that for our newer products, we are and will remain highly dependent on market demand timing and revenue from new license agreements.

End Customer Product Demand and Market Conditions

Demand for our interconnect IP solutions and associated royalty revenue is highly dependent on market conditions in the end markets in which our customers operate. These end markets, which include the automotive, AI/ML, 5G communications, data centers and consumer electronics sectors, are subject to a number of factors including end-product acceptance and sales, competitive pressures, supply chain issues and general market conditions. For example, our revenue has been supported by the increased need for more complex SoCs to enable sophisticated automated driving. If the demand in this market continues to grow, we anticipate it will continue to have a positive impact on our revenue. In contrast, if general market conditions deteriorate or other factors occur such as supply chain issues resulting in fewer semiconductors utilizing our IP solutions being available for sale, our revenue would be adversely affected.

Terms of our Agreements with Customers

Our revenue from period to period can be impacted by the terms of the agreements we enter into with our customers. For example, in recent periods we have structured certain agreements with customers that include substantial up front licensing payments. As a result of how these contracts are structured and the revenue is recognized, our revenue in the year ended December 31, 2021 may not be comparable to future periods if we do not enter into similar contractual agreements. Further, a meaningful percentage of our revenue is generated through royalty payments. Because the time between a new license agreement win and the customer’s end product being sold can be substantial, with sales of the end product being subject to a number of factors outside our control, our revenue from royalties is difficult to predict. As a result of the foregoing, revenue may fluctuate significantly from period to period and any increase or decrease in such revenue may not be indicative of future period-to-period increases or decreases.

Technological Development and Market Growth

We believe our growth has been and will continue to be driven by technology trends in our end markets. For example, the requirements of smaller die size, lower power consumption, a higher frequency of operation and management of critical net latency in a timely and cost-effective manner for on-chip processing in the automotive, AI/ML, 5G and wireless communications, data center and consumer electronic markets has resulted in increased SoC design complexity for chips used in these markets. This trend in turn has created increased demand for in-licensing commercial semiconductor design IP, which in turn has positively impacted our revenue and growth.

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In order to address technological developments such as the above and expand our offerings, we have invested significantly in our research and development efforts. These investments, which included growth in engineering headcount, have resulted in substantially increased research and development expenses in recent periods. As we continue to invest in our technology and new product design efforts, we anticipate research and development expense will increase on an absolute basis and as a percentage of revenue in the near term. In the medium to longer term, however, while we expect to increase our research and development expense on an absolute basis, we expect this expense to reduce as a percentage of revenue.

We will continue to evaluate growth opportunities through acquisitions of other businesses, although there are currently no discussions with potential targets.

Cyclical Nature of the Semiconductor Industry

The semiconductor industry in which our customers operate is highly cyclical and is characterized by increasingly rapid technological change, product obsolescence, competitive pricing pressures, evolving standards, short product life cycles and fluctuations in product supply and demand. New technology may result in sudden changes in system designs or platform changes that may render some of our IP solutions obsolete and require us to devote significant research and development resources to compete effectively. Periods of rapid growth and capacity expansion are occasionally followed by significant market corrections in which our customers’ sales decline, inventories accumulate and facilities go underutilized. During an expansion cycle, we may increase research and development hiring to add to our product offerings or spend more on sales and marketing to acquire new customers, such as during the recent cycle of expansion in which we increased the number of our engineers significantly. During periods of slower growth or industry contractions, our sales generally suffer due to a decrease in customers’ Design Starts or in sales of our customers products.

COVID-19 Impact

In March 2020, the World Health Organization declared the outbreak of COVID-19 a pandemic which has resulted in substantial global economic disruption and uncertainty. In response to the COVID-19 pandemic, the measures implemented by various authorities have caused us to change our business practices, including those related to where employees work, the distance between employees in our facilities, limitations on in-person meetings between employees and with customers, suppliers, service providers and stakeholders, as well as restrictions on business travel to domestic and international locations and to attend trade shows, technical conferences and other events. Although we have experienced, and may continue to experience, some impact on certain parts of our business as a result of governmental restrictions and other measures to mitigate the spread of COVID-19, our results of operations, cash flows and financial condition were not materially adversely impacted in the year ended December 31, 2021. In addition, the number of Design Starts in 2021 was higher than the number of Design Starts in 2020.

We are unable to accurately predict the full impact that COVID-19 will have on our future results of operations, financial condition, liquidity and cash flows due to numerous uncertainties, including the duration and severity of the pandemic and containment measures. Although we expect most of our employees to return to physical offices in the future, the nature and extent of that return is uncertain. We will continue to monitor health orders issued by applicable governments to ensure compliance with evolving domestic and global COVID-19 guidelines. For additional details, see the section titled “Risk Factors—Our business has been, and may continue to be, adversely affected by health epidemics, pandemics and other outbreaks of infectious disease, including the current COVID-19 pandemic.”

Key Performance Indicators

We use the following key performance indicators to analyze our business performance and financial forecasts and to develop strategic plans, which we believe provide useful information to investors and others in understanding and evaluating our results of operations in the same manner as our management team. These key performance indicators are presented for supplemental informational purposes only, should not be considered a substitute for financial information presented in accordance with generally accepted accounting principles in the United States (GAAP), and may differ from similarly titled metrics or measures presented by other companies, securities analysts, or investors.

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Annual Contract Value

We define Annual Contract Value (ACV) for an individual customer agreement as the total fixed fees under the agreement divided by the number of years in the agreement term. Our total ACV is the aggregate ACVs for all our customers as measured at a given point in time. Total fixed fees includes licensing, support and maintenance and other fixed fees under IP licensing or software licensing agreements but excludes variable revenue derived from licensing agreements with customers, particularly royalties. ACV was $47.4 million and $37.7 million as of December 31, 2021 and December 31, 2020, respectively. In addition, total ACV and trailing twelve months royalties and other revenue was $50.0 million and $41.9 million as of December 31, 2021 and 2020, respectively. We monitor this metric to measure our success and believe the increase in the number shows our progress in expanding our customers’ adoption of our solutions.

Active Customers and Customer Retention

We define Active Customers as customers who have entered into a license agreement with us that remains in effect. The retention and expansion of our relationships with existing customers are key indicators of our revenue potential. We had 192 and 150 Active Customers as of December 31, 2021 and 2020, respectively. Our annual average customer retention rate, excluding IP deployment solutions, was 94.6% from December 31, 2020 to December 31, 2021. Additionally, we added 38 Active Customers for our IP deployment solutions through our acquisition of Magillem in November 2020.

Design Starts

We define Design Starts as when customers commence new semiconductor designs using our interconnect IP and notify us. Design Starts is a metric management uses to assess the activity level of our customers in terms of the number of new semiconductor designs that are started using our interconnect IP in a given period. Our interconnect IP and NoC interface IP customer base started a total of 86 designs in 2021 and 57 designs 2020. The number of Design Starts in 2020 slowed due to the adverse impact of the COVID-19 pandemic on the operations of some of our customers. We believe that the number of Design Starts is an important indicator of the growth of our business and future royalty revenue trends.

Remaining Performance Obligations

We define Remaining Performance Obligations (RPO) as the amount of contracted future revenue that has not yet been recognized, including both deferred revenue and contracted amounts that will be invoiced and recognized as revenue in future periods.

The RPO amount is intended to provide visibility into future revenue streams. We expect RPO to fluctuate up or down from period to period for several reasons, including amounts, timing, and duration of customer contracts, as well as the timing of billing cycles for each contract. Our RPO was $60.5 million and $47.9 million as of December 31, 2021 and 2020, respectively.

Components of Our Results of Operations

Revenue: Our revenue is primarily derived from licensing intellectual property, licensing software, support and maintenance services, professional services, training services, and royalties. Our agreements often include other service elements including training and professional services which were immaterial for the years ended December 31, 2021 and 2020, respectively.

Our interconnect solutions product arrangements provide customers the right to software licenses, services, software updates and technical support. We enter into licensing arrangements with customers that typically range from two to three years and generally consist of delivery of a design license that grants the customer the right to use the IP to design a contractually defined number of products and stand-ready support services that provides the customer with our application engineer support services. We believe our customers derive a significant benefit from our engineer support services, which consist of our proprietary software tool (RTL), ongoing access to Corporate Application Engineers (CAE) and Field Application Engineers (FAE) that perform certain verifications including benchmark performance, simulations and ultimately, through RTL, instantiate designs into silicon over the design term.

The support services, including access to application engineering support services and the benefits of the RTL, are integral and fundamental to the customer’s ability to derive its intended benefit from the IP.

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CAEs are part of the product development team providing detailed requirements for engineering projects, working very closely with a customer’s chief technology officer and the marketing department, and performing quality assurance testing of customer products prior to shipment to their customers.

FAEs provide assistance to the customer’s engineering team in translating their desired SoC architecture into inputs for NoC IP configuration, assistance in optimizing the NoC configuration, answers to customer questions by the online support system or phone, constructive reviews of the progress achieved by the customer’s development team and provision of advice on how to best use the licensed IP, performance of design reviews before customer project RTL freeze and tape-out to ensure the customer used the licensed IP configuration tooling as intended so that the RTL output meets customer requirements and expectations. FAE reviews of the customer’s design are generally mandatory and consist of an understanding of the customer requirements and analysis of the adequacy of the contemplated IP considering the customer’s desired architecture and design goals and objectives, taking into consideration bandwidth, coherence/non-coherence, latency, clock and timing, areas, and any and all constraints, as identified and specific to the design under review.

Besides application engineer support services, support and maintenance services also consist of a stand-ready obligation to provide technical support and software updates over the support term. Generally, the first-year of technical support and software updates are bundled with and into the license fee with a customer option to renew additional years of support throughout the license term. However, we continue to provide technical support and software updates throughout the license term even if the customer does not renew these services in subsequent years, making the license term and support and maintenance term co-terminus.

Revenues that are derived from the sale of a licensee’s products that incorporate our IP are classified as royalty revenues. Royalty revenues are recognized during the quarter in which the sale of the product incorporating the IP occurs. Royalties are calculated either as a percentage of the revenues received by a licensee’s sale of products incorporating the IP or on a per unit basis, as specified in the agreements with the licensees. For a majority of our royalty revenues, we receive the actual sales data from our customers after the quarter ends and account for it as unbilled receivables. When we do not receive actual sales data from the customer prior to the finalization of its financial statements, royalty revenues are recognized based on our estimation of the customer’s sales during the quarter.

Our deployment solutions product arrangements provide customers the right to software licenses, software updates and technical support. The software licenses are time-based licenses with terms generally ranging from one to three years. These arrangements generally have two distinct performance obligations that consist of transferring the licensed software and the support and maintenance service. Support and maintenance services consist of a stand-ready obligation to provide technical support and software updates over the support term. Revenue allocated to the software license is recognized at a point in time upon the later of the delivery date or the beginning of the license period, and revenue allocated to support services is recognized ratably over the support term.

Cost of revenue: Cost of revenue relates to costs associated with our licensing agreements and support and maintenance, including applicable FAE personnel-related costs including stock-based compensation, travel, and allocated overhead. We expect cost of revenue as a percentage of revenue to modestly decline over time due to productivity improvements of our FAE processes.

Research and development (R&D) expenses: R&D expenses consist primarily of salaries and associated personnel-related costs, facilities expenses associated with research and development activities, third-party project-related expenses connected with the development of our intellectual property which are expensed as incurred, and stock-based compensation expense and other allocated costs. We expect R&D expenses to increase in absolute terms and as a percentage of revenue in the short term and to continue to increase in absolute terms in the medium to long term but decrease as a percentage of revenue as certain new products are launched.

Sales and marketing (S&M) expenses: S&M expenses consist primarily of salaries, commissions, travel and other costs associated with S&M activities, as well as advertising, trade show participation, public relations, and other marketing costs, stock-based compensation expenses and other allocated costs. We expect S&M expenses to increase in absolute terms but decrease as a percentage of revenue due to productivity improvements of our sales processes.

General and administrative (G&A) expenses: G&A expenses consist primarily of salaries for management and administrative employees, depreciation, insurance costs, accounting, legal and consulting fees, other professional service fees, expenses related to the development of corporate initiatives and facilities expenses associated with G&A activities and stock-based compensation expense, fees for directors and other allocated costs.

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We incur additional expenses as a result of operating as a public company, including costs to comply with the rules and regulations applicable to companies listed on a national securities exchange, costs related to compliance and reporting obligations, and increased expenses for additional G&A personnel, directors and officers insurance, investor relations, and professional services. We expect G&A expenses to increase as our business grows. In addition, we expect G&A expenses as a percentage of revenue to vary from period to period but generally decrease over the long term.

Gain on extinguishment of debt: Gain on extinguishment of debt consists of forgiveness of a loan from the US Treasury Department’s Small Business Administration under their Payroll Protection Plan (PPP Loan).

Interest and other expense, net: Interest and other expense, net consists primarily of interest expense associated with our term loan and gains and losses from foreign currency transactions.

Provision for income taxes: Our income tax provision consists primarily of income taxes in certain foreign jurisdictions in which we conduct business and includes foreign non-recoverable withholding taxes. We have a full valuation allowance against our U.S. federal and state deferred tax assets as the realization of the full amount of these deferred tax assets is uncertain, including net operating loss carryforwards and tax credits related primarily to research and development. We expect to maintain this full valuation allowance until it becomes more likely than not that the deferred tax assets will be realized.

Results of Operations

The following table summarizes our GAAP results of operations for the periods presented. The results below are not necessarily indicative of results to be expected for future periods.

Year ended December 31,
20212020
(in thousands)
Total revenue$37,864$31,812
Cost of revenue3,7311,491
Gross profit34,13330,321
Operating expenses:
Research and development (1)30,81217,020
Sales and marketing (1)11,7269,749
General and administrative (1)13,3607,329
Total operating expenses55,89834,098
Loss from operations(21,765)(3,777)
Gain on extinguishment of debt101,593
Interest and other expense, net(589)(50)
Loss before provision for income taxes(22,344)(2,234)
Provision for income taxes1,0401,026
Net loss$(23,384)$(3,260)

(1)Includes stock-based compensation expense as follows:

Year Ended December 31,
20212020
(in thousands)
Research and development$3,495$263
Sales and marketing79792
General and administrative1,218103
Total stock-based compensation expense (a)$5,510$458

(a) Stock-based compensation expense attributable to cost of revenue is immaterial.

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During the year ended December 31, 2021, we began recognizing, using graded vesting, stock-based compensation expense associated with our restricted stock units (RSUs) granted prior to our IPO as the performance-based vesting conditions applicable to such RSUs were satisfied upon the effectiveness of our IPO in October 2021. We recognized stock-based compensation expense of $3.5 million associated with such RSUs for the year ended December 31, 2021.

See Note 13 to our consolidated financial statements included elsewhere in this Annual Report on Form 10-K for further details.

The following table summarizes our results of operations as a percentage of total revenue for each of the periods indicated:

Year Ended December 31,
20212020
(as a percentage of total revenue)
Total revenue100%100%
Cost of revenue105
Gross profit9095
Operating expenses:
Research and development8154
Sales and marketing3131
General and administrative3622
Total operating expenses148107
Loss from operations(58)(12)
Gain on extinguishment of debt5
Interest and other expense, net(1)
Loss before provision for income taxes(59)(7)
Provision for income taxes33
Net loss(62)%(10)%

Comparison of the Years Ended December 31, 2021 and 2020

Revenue

Year Ended December 31,Change
20212020$%
(in thousands)
Licensing, support and maintenance$34,731$27,408$7,32327%
Variable royalties2,6473,470(823)(24)
Other486934(448)(48)
Total$37,864$31,812$6,05219%

Revenue from licensing, support and maintenance increased 27% during the year ended December 31, 2021 as compared to the year ended December 31, 2020. The increase was primarily due to the addition of new customers, including those gained as a result of the Magillem acquisition in November 2020, and the increase in new license agreements with existing customers. The decrease in variable royalty revenue during the year ended December 31, 2021 was primarily due to a decrease in sales volume of a significant customer as a result of U.S. government trade restrictions limiting the customer’s ability to have their semiconductors fabricated.

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Cost of revenue

Year Ended December 31,Change
20212020$%
(in thousands)
Cost of revenue$3,731$1,491$2,240150%

The increase in cost of revenue during the year ended December 31, 2021, as compared to the prior fiscal year, was primarily due to an increase in employee-related costs as a result of increased headcount resulting from the Magillem acquisition.

Operating expenses

Year Ended December 31,Change
20212020$%
(in thousands)
Research and development$30,812$17,020$13,79281%
Sales and marketing11,7269,7491,97720
General and administrative13,3607,3296,03182
Total operating expenses$55,898$34,098$21,80064%

Research and development expenses

R&D expenses increased, $13.8 million, or 81%, to $30.8 million for the year ended December 31, 2021 from $17.0 million for the year ended December 31, 2020. The increase in research and development expenses during the year ended December 31, 2021, as compared to the prior fiscal year, was primarily due to the increase in employee-related cost of $13.2 million mainly driven by an increase in engineering headcount as a result of our growth and investment in our interconnect technology, including costs associated with additional headcount resulting from the Magillem acquisition and an increase in stock-based compensation expense partially related to the satisfaction of the performance-based vesting condition of our outstanding RSUs upon the effectiveness of our IPO in October 2021.

The increase in research and development expenses for the year ended December 31, 2021 was partially offset by higher research tax credit of $2.4 million.

Sales and marketing expenses

S&M expenses increased, $2.0 million, or 20%, to $11.7 million for the year ended December 31, 2021 from $9.7 million for the year ended December 31, 2020. The increase in sales and marketing expenses during the year ended December 31, 2021, as compared to the prior fiscal year, was primarily due to the increase in employee-related cost of $0.5 million mainly driven by higher headcount to support our continued growth and an increase in stock-based compensation expense partially due to the satisfaction of the performance-based vesting condition of our outstanding RSUs upon the effectiveness of our IPO in October 2021. Other sales and marketing program expenses also increased $0.7 million primarily due to increases in advertising and brand awareness efforts aimed at acquiring new customers.

General and administrative expenses

G&A expenses increased, $6.0 million, or 82%, to $13.4 million for the year ended December 31, 2021 from $7.3 million for the year ended December 31, 2020. The increase in general and administrative expenses during the year ended December 31, 2021, as compared to the prior fiscal year, was primarily due to an increase in employee compensation costs of $5.8 million, which was mainly driven by higher headcount to support our continued growth and an increase in stock-based compensation expense partially due to the satisfaction of the performance-based vesting condition of our outstanding RSUs upon the effectiveness of our IPO in October 2021. Expenses relating to outside services also increased $1.5 million for the year ended December 31, 2021 compared to the prior fiscal year, primarily related to legal, accounting, and other professional services fees.

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Gain on extinguishment of debt:

Year Ended December 31,Change
20212020$%
(in thousands)
Gain on extinguishment of debt$10$1,593$(1,583)(99)%

Gain on extinguishment of debt decreased to $10 thousand for the year ended December 31, 2021 compared to $1.6 million for the year ended December 31, 2020. The change was due to the forgiveness in December 2020 of a loan from the US Treasury Department’s Small Business Administration under their PPP Loan, which was introduced as an economic stimulus following the COVID-19 pandemic.

Interest and other expense, net

Year Ended December 31,Change
20212020$%
(in thousands)
Interest and other expense, net$(589)$(50)$(539)*

* not meaningful

Interest and other expense, net for the year ended December 31, 2021 was $0.6 million, compared to $0.1 million for the year ended December 31, 2020. The increase in interest and other expense, net was primarily related to foreign currency exchange, which was partially offset by a reduced interest expense on our term loan as a result of the reduction in outstanding principal.

Provision for income taxes

Year Ended December 31,Change
20212020$%
(in thousands)
Provision for income taxes$1,040$1,026$141%

The provision for income taxes for the year ended December 31, 2021 was relatively flat when compared to the year ended December 31, 2020. Our provision for income taxes primarily relates to foreign income taxes and foreign withholding taxes on license and royalty income received from non-US customers.

Liquidity and Capital Resources

Since inception we have financed operations primarily through proceeds received from payments received from our customers, the net proceeds from the sale of our common stock in the IPO as well as the net proceeds from the private issuance of our convertible preferred stock and common stock, and to a lesser extent, borrowings under our 2018 Term Loan agreement, which was paid off in November 2021. As of December 31, 2021, we had $85.8 million in cash. Approximately $5.4 million of total cash was held by our foreign subsidiaries as of December 31, 2021.

In November 2018, we entered into a business financing agreement with Bridge Bank (Lender) for a term loan of $1.5 million with a maturity date of November 2021, repayable monthly (2018 Term Loan). The interest rate of the 2018 Term Loan was prime plus 2%. We paid the remaining outstanding principal balance of the 2018 Term Loan upon maturity in November 2021. The 2018 Term Loan was not renewed.

In April 2020, we entered into a loan agreement under the Coronavirus Aid, Relief, and Economic Security (CARES) Act known as the Paycheck Protection Program with a lender for the amount of $1.6 million at an interest rate of 1% per annum, and repayable in two years (the PPP Loan). We used proceeds of the PPP Loan to fund qualifying payroll and other expenses. In December 2020, the full amount of the PPP Loan, including principal and accrued interest, was forgiven.

We believe our cash and cash expected to be generated from operations will be sufficient to meet our expected working capital needs, capital expenditures, financial commitments and other liquidity requirements associated with our existing operations for at least the next 12 months. If these resources are not sufficient to satisfy our liquidity requirements, we may be required to seek additional financing. If we raise additional funds by issuing equity securities, our stockholders will experience dilution. Debt financing, if available, may contain covenants that significantly restrict our operations or our ability to obtain additional debt financing in the future. Any additional

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financing that we raise may contain terms that are not favorable to us or our stockholders. We cannot assure you that we would be able to obtain additional financing on terms favorable to us or our existing stockholders, or at all. See “Risk Factors —Risks Related to Our Business and Industry—Our ability to raise capital in the future may be limited and could prevent us from executing our growth strategy.”

Cash Flows

The following table summarizes changes in our cash flows for the periods indicated:

Year Ended December 31,
20212020
(in thousands)
Net cash (used in) provided by operating activities$(814)$2,163
Net cash used in investing activities(1,359)(5,147)
Net cash provided by financing activities76,254790

Operating Activities

Cash flows from operating activities may vary significantly from period to period depending on a variety of factors including the timing of our receipts and payments. Our ongoing cash outflows from operating activities primarily relate to payroll-related costs, payments for professional services, obligations under our property leases and design tool licenses. Our primary source of cash inflows is receipts from our accounts receivable. The timing of receipts of accounts receivable from customers is based upon the completion of agreed milestones or agreed dates as set forth in the contracts.

For the year ended December 31, 2021, net cash used in operating activities was $0.8 million, primarily due to our net loss of $23.4 million, adjusted for non-cash charges of $7.1 million and $15.5 million changes in operating assets and liabilities. Non-cash charges primarily consisted of stock-based compensation of $5.5 million and depreciation and amortization of $1.5 million. The primary drivers of the changes in operating assets and liabilities were a $16.3 million increase in deferred revenue, $2.8 million increase in accrued expenses and other liabilities, $0.5 million decrease in accounts receivables and $0.4 million increase in accounts payable, partially offset by $4.4 million increase in prepaid expenses and other assets.

For the year ended December 31, 2020, net cash provided by operating activities was $2.2 million primarily due to our net loss of $3.3 million, adjusted for non-cash charges of $0.4 million and $5.1 million changes in operating assets and liabilities. Non-cash charges primarily consisted of depreciation and amortization and stock-based compensation, partially offset by gain on extinguishment of debt. The primary drivers of the changes in operating assets and liabilities were a $11.1 million increase in deferred revenue and $3.0 million increase in accrued expenses and other current liabilities, partially offset by $6.3 million increase in accounts receivable and $2.6 million increase in prepaid expenses and other assets.

Investing Activities

Net cash used in investing activities for the year ended December 31, 2021 was $1.4 million compared to $5.1 million for the year ended December 31, 2020. The change was primarily due to the cash consideration of $4.5 million paid related to the Magillem acquisition for the year ended December 31, 2020, partially offset by a deferred consideration payment of $0.5 million year ended December 31, 2021.

Financing Activities

For the year ended December 31, 2021, net cash provided by financing activities was $76.3 million, primarily attributable to proceeds from issuance of common stock upon initial public offering net of underwriting commissions and other issuance costs of $71.3 million and proceeds from issuance of common stock of $5.4 million.

For the year ended December 31, 2020, net cash provided by financing activities was $0.8 million, primarily related to proceeds from the PPP loan of $1.6 million, offset by the principal payments of 2018 Term Loan of $0.6 million.

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Contractual Obligations

Our principal commitments consist of obligations under our operating leases for office space and data center hosting space and vendor finance arrangements. Information regarding our non-cancelable lease commitments as of December 31, 2021 can be found in Note 9 to our consolidated financial statements included elsewhere in this Annual Report on Form 10-K. Our obligations as of December 31, 2021 under our vendor finance arrangements are described in Note 10 to our consolidated financial statements included elsewhere in this Annual Report on Form 10-K.

Critical Accounting Estimates

Our consolidated financial statements are prepared in accordance with GAAP. The preparation of consolidated financial statements requires us to make certain estimates, judgments, and assumptions. We base our estimates on historical experience and on various other assumptions that we believe to be reasonable based upon information available to us at the time that these estimates, judgments, and assumptions are made. Our estimates and related judgments and assumptions are continually evaluated based on available information and experiences. However, actual amounts could differ from those estimates.

The following are the critical accounting policies requiring estimates, judgments, and assumptions that we believe have the most significant impact on our consolidated financial statements.

Revenue Recognition

We recognize license revenues as we transfer control of deliverables (software and services) to our customers in an amount reflecting the consideration to which we expect to be entitled. To recognize revenues, we apply the following five step approach: (1) identify the contract with a customer, (2) identify the performance obligations in the contract, (3) determine the transaction price, (4) allocate the transaction price to the performance obligations in the contract, and (5) recognize revenue when a performance obligation is satisfied. We account for a contract when it has approval and commitment from all parties, the rights of the parties are identified, payment terms are identified, the contract has commercial substance and collectability of consideration is probable. We apply judgment in determining the customer’s ability and intention to pay based on a variety of factors including the customer’s historical payment experience.

Nature of Products and Services

Our revenue is derived from licensing intellectual property, licensing software, support and maintenance services, professional services, training services, and royalties.

Design Solutions

Interconnect solutions product agreements provide customers the right to software licenses, services, software updates and technical support. We enter into licensing agreements with customers that typically range from two to three years and generally consist of delivery of a design license that grants the customer the right to use our IP to design a contractually defined number of products and stand-ready support services that provide the customer a significant benefit from our RTL as well as ongoing access to application engineer support services to perform certain verifications including benchmark performance, simulations and ultimately, through the RTL, instantiate designs into silicon over the design term.

The support services, including access to application engineering support services and the benefits of the RTL, are integral and fundamental to the customer’s ability to derive its intended benefit from the IP.

CAEs are part of the product development team providing detailed requirements for engineering projects, working very closely with a customer’s chief technology officer, and similar staff, and their marketing department, and performing quality assurance testing of customer products prior to shipment to their customers.

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FAEs provide assistance to the customer’s engineering team in translating their desired SoC architecture into inputs for NoC IP configuration, assistance in optimizing the NoC configuration, answer to customer questions by the online support system or phone, constructive reviews of the progress achieved by the customer’s development team and provision of advice on how to best use the licensed IP, performance of design reviews before customer project RTL freeze and tape-out to ensure the customer used the licensed IP configuration tooling as intended so that the RTL output meets customer requirements and expectations. FAE reviews of the customer’s design are mandatory and consist of an understanding of the customer requirements and analysis of the adequacy of the contemplated IP considering the customer’s desired architecture and design goals and objectives, taking into consideration bandwidth, coherence/non-coherence, latency, clock and timing, areas, and any and all constraints, as identified and specific to the design under review.

Besides application engineer support services, support and maintenance services also consist of a stand-ready obligation to provide technical support and software updates over the support term. Generally, the first-year of technical support and software updates are bundled with and into the license fee with a customer option to renew additional years of support throughout the license term. However, we continue to provide technical support and software updates throughout the license term even if the customer does not renew these services in subsequent years, making the license term and support and maintenance term co-terminus.

Considering the nature of the combined design tool and assisting our customers in applying our IP technology in our customers’ development environment and the relative significance thereof, we have concluded that our Interconnect Solutions IP licensing agreements are not distinct from its obligation to provide the application engineering support services and benefits of the RTL. The Interconnect Solutions IP, RTL, and the application engineering support services serve to fulfill our commitment to the customer, as they represent inputs to a single, combined performance obligation that commences upon the later of the agreement effective date or transfer of the software license. The design license and the regular two-way interaction between the design tool, RTL , and the application engineering support services give the customer the intended benefit from the arrangement, which is the ability to commercialize their design. Customers cannot benefit from the design license on its own or together with other readily available resources as no other RTL or application engineer support service exists in the marketplace that a customer could use with the design license. Consequently, the RTL and application engineer support service cannot be used on its own or together with any other design license as we do not allow the use of the RTL or provide application engineer support services separately from the design license. Further, although technical support and software updates is a distinct performance obligation, it is accounted for as if it were part of a single performance obligation that includes the licenses, RTL and application engineer support services because the technical support and updates are provided in practice for the same period of time and have the same time-based pattern of transfer to the customer as the combined design license, RTL, and application support services.

Revenues that are derived from the sale of a licensee’s products that incorporate our IP are classified as royalty revenues. Royalty revenues are recognized during the quarter in which the sale of the product incorporating our IP occurs. Royalties are calculated either as a percentage of the revenues received by a licensee’s sale of products incorporating our IP or on a per unit basis, as specified in the agreements with the licensees. For a majority of our royalty revenues, we receive the actual sales data from its customers after the quarter ends and account for it as unbilled receivables. When we do not receive actual sales data from the customer prior to the finalization of our financial statements, royalty revenues are recognized based on our estimation of the customer’s sales during the quarter.

Deployment Solutions

Deployment Solutions product agreements provide customers the right to software licenses, software updates and technical support. The software licenses are time-based licenses with terms generally ranging from one to three years. These agreements generally have two distinct performance obligations that consist of transferring the licensed software and the support and maintenance service. Support and maintenance services consist of a stand-ready obligation to provide technical support and software updates over the support term. Revenue allocated to the software license is recognized at a point in time upon the later of the delivery date or the beginning of the license period, and revenue allocated to support services is recognized ratably over the support term.

A limited number of Deployment Solutions contracts include tokens, a mechanism used to both enable “peak” users to choose a combination of the software products on a monthly basis and restrict the number of users. We recognize revenue related to these tokens at a point in time, based on quarterly consumption information provided by the customer.

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Professional Services

Our agreements often include service elements (other than maintenance and support services). These services include training, design assistance, and consulting. Services performed on a time and materials basis are recognized over the period the services are provided either using an output method such as labor hours, or a method that is otherwise consistent with the way in which value is delivered to the customer. Services performed on a fixed price basis are recognized over time, generally using costs incurred or hours expended to measure progress.

Multiple Performance Obligations

Most of our contracts with customers contain multiple performance obligations. For these contracts, we account for individual performance obligations separately, if they are distinct. The transaction price is allocated to the separate performance obligations on a relative standalone selling price basis, which are estimated considering multiple factors including observable industry pricing practices and internal pricing strategies and objectives. Standalone selling prices of software licenses are typically estimated using the residual approach. Standalone selling prices of professional services are typically estimated based on observable transactions when these services are sold on a standalone basis.

Transaction price

Revenue is recognized when, or as, control of a promised product or service transfers to a client, in an amount that reflects the consideration to which we expect to be entitled in exchange for transferring those products or services. If the consideration promised in a contract includes a variable amount, we estimate the amount to which we expect to be entitled using either the expected value or most likely amount method, to the extent it is probable that a significant reversal of cumulative revenue recognized will not occur. Generally, the transaction price of our contracts is fixed at the inception of the contract. Our contracts generally do not include terms that could cause variability in the transaction price.

We assess the timing of the transfer of goods or services to the customer as compared to the timing of payments to determine whether a significant financing component exists. As a practical expedient, we do not assess the existence of a significant financing component when the difference between payment and transfer of deliverables is a year or less. If the difference in timing arises for reasons other than the provision of finance to either the customer or us, no financing component is deemed to exist. When contracts involve a significant financing component, we adjust the promised amount of consideration for the effects of the time value of money if the timing of payments agreed to by the parties to the contract (either explicitly or implicitly) provide the customer with a significant benefit of financing.

We report revenue net of any revenue-based taxes assessed by governmental authorities that are imposed on and concurrent with specific revenue-producing transactions.

In instances where foreign licensees withhold and remit taxes to local authorities in accordance with local laws and regulations, we recognize and present revenue on a gross basis, and include the withholding tax in income tax expense.

Flexible Spending Accounts

Some customers enter into a non-cancelable Flexible Spending Account (FSA) agreements whereby the customer commits to a fixed dollar amount over a specified period of time that can be used to purchase from a list of our products or services. These agreements do not meet the definition of a revenue contract until the customer executes a separate order to identify the required products and services that they are purchasing. The combination of the FSA agreement and the subsequent order creates enforceable rights and obligations, thus meeting the definition of a revenue contract. Each separate order under the agreement is treated as an individual contract and accounted for based on the respective performance obligations included within the FSA agreements.

Contract modifications

Our contracts may be modified to add, remove or change existing performance obligations. The accounting for modifications to our contracts involves assessing whether the products and services added to an existing contract are distinct and whether the pricing is at the standalone selling price. Products and services added that are not distinct are accounted for on a cumulative catch-up basis, while those that are distinct are accounted for prospectively, either as a separate contract if the additional services are priced at the standalone selling price, or as a termination of the existing contract and creation of a new contract if not priced at the standalone selling price. Our more significant contract modifications include extensions of the design license term and the purchase of additional years of support and maintenance.

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Judgments

Our contracts with customers often include promises to transfer multiple products and services to a customer. Determining whether products and services are considered distinct performance obligations that should be accounted for separately versus together requires significant judgment. Judgment is also required to determine the standalone selling price for each distinct performance obligation.

Contract Balances

The timing of revenue recognition may differ from the timing of invoicing to customers, and these timing differences result in receivables (billed or unbilled), contract assets, or contract liabilities (deferred revenue) on our consolidated balance sheet. We record a contract asset when revenue is recognized prior to the right to invoice. We record deferred revenue when we invoice customers and revenue is not yet recognized. For time-based software agreements, customers are generally invoiced in single or annual amounts, although some customers are invoiced more frequently over-time. We record an unbilled receivable when revenue is recognized and it has an unconditional right to invoice and receive payment.

We capitalize sales commission as costs of obtaining a contract when they are incremental and, if they are expected to be recovered, amortized in a manner consistent with the pattern of transfer of the good or service to which the asset relates.

Income Taxes

We account for income taxes under the asset and liability method. Under this method, deferred taxes are determined based on the temporary differences between the financial statement and tax basis of assets and liabilities using tax rates expected to be in effect during the years in which the basis differences are expected to reverse. The effect of a change in tax rates on deferred tax assets and liabilities is recognized in income in the period that includes the enactment date. We provide for a valuation allowance when it is more likely than not that some portion, or all of our deferred tax assets will not be realized. In making such determination, we consider all available positive and negative evidence, including future reversals of existing taxable temporary differences, projected future taxable income, tax-planning strategies, and results of recent operations. As of December 31, 2021, we recorded a full valuation allowance against our U.S. federal, state, and certain foreign jurisdiction deferred tax assets. As of December 31, 2020, we recorded a full valuation allowance against our U.S. federal and state deferred tax assets.

Stock-based Compensation

We measure equity classified stock-based awards, including stock options, RSUs, and RSAs granted to employees, directors, and non-employees based on the estimated fair values of the awards on the date of the grant. Stock-based compensation expense for awards with service-based vesting only is recognized on a straight-line basis over the requisite service period which is generally the vesting period of such awards, as a component of operating expenses within the Consolidated Statements of Income (Loss). For awards that include performance conditions stock-based compensation expense is recognized on a graded vesting basis over the requisite service period. Compensation expense is not recognized until the performance condition becomes probable.

The performance-based vesting condition of certain awards is satisfied in connection with us becoming a publicly listed company or a change in control. Upon the effectiveness of our initial public offering (IPO), the performance-based vesting condition was satisfied and therefore, we recognized cumulative stock-based compensation expense of $3.5 million associated with such RSUs for the portion for which the service-based vesting condition had been fully or partially satisfied for the year ended December 31, 2021. RSUs granted after our IPO do not contain the performance-based vesting condition described above.

We account for forfeitures related to these awards as they occur.

The fair value of each stock option grant is estimated on the date of grant using the Black-Scholes option-pricing model. This valuation model for stock-based compensation expense requires us to make assumptions and judgments about the variables used in the calculation including the expected term, the volatility of our common stock, and an assumed risk-free interest rate. As a result, if we revise our assumptions and estimates, our stock-based compensation expense could change. We determine valuation assumptions for Black-Scholes as follows:

Risk-Free Interest Rate—We base the risk-free interest rate used in the Black-Scholes option-pricing model on the implied yield available on US Treasury zero coupon issues with an equivalent expected term of the options for each option group.

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Expected Term—The expected term represents the period that our stock-based awards are expected to be outstanding. The expected term assumption is based on the simplified method. We expect to continue using the simplified method until sufficient information about our historical behavior is available.

Volatility—We determine the price volatility factor based on the historical volatilities of our peer group as the we do not have sufficient trading history for its common stock.

Dividend Yield—We have never declared or paid any cash dividend and does not currently plan to pay a cash dividend in the foreseeable future. Consequently, we used an expected dividend yield of zero.

The following table summarizes the valuation assumptions:

Year Ended December 31
2020
Fair value of common stock$0.60 - $2.74
Expected volatility33.9% - 39.9%
Expected term (in years)5.4 - 6.1
Risk-free interest rate0.3% - 1.5%
Expected dividend yield0%

We had no stock option grants during the year ended December 31, 2021.

The fair value of RSUs and RSAs granted is measured as the fair value per share of our common stock on the date of grant.

Common Stock Valuations

Prior to our IPO, the fair value of the common stock underlying our stock-based awards has historically been determined by our board of directors, with input from management and contemporaneous independent third-party valuations. We believe that our board of directors has the relevant experience and expertise to determine the fair value of our common stock. Given the absence of a public trading market of our common stock, and in accordance with the American Institute of Certified Public Accountants Practice Aid, Valuation of Privately-Held Company Equity Securities Issued as Compensation, our board of directors exercised reasonable judgment and considered numerous objective and subjective factors to determine the best estimate of the fair value of our common stock, including:

■independent third-party valuations of our common stock;

■the rights, preferences and privileges of our redeemable convertible preferred stock relative to those of our common stock;

■our financial condition, results of operations and capital resources;

■the industry outlook;

■the valuation of comparable companies;

■the lack of marketability of our common stock;

■the fact that option and RSU grants have involved rights in illiquid securities in a private company;

■the likelihood and timeline of achieving a liquidity event, such as a public offering or a sale of our company given prevailing market conditions;

■the history and nature of our business, industry trends and competitive environment; and

■general economic outlook including economic growth, inflation and unemployment, interest rate environment and global economic trends.

After our IPO, the fair value of our common stock is based on the closing price as reported on the date of grant on the primary stock exchange on which our common stock is traded.

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Business Combinations

We allocate the purchase price to the tangible assets acquired, liabilities assumed, and intangible assets acquired based on their estimated fair values. The excess of the purchase price over the fair values of these identifiable assets and liabilities is recorded as goodwill. Such valuations require management to make significant estimates and assumptions, especially with respect to intangible assets. These estimates are based on information obtained from management of the acquired companies, our assessment of this information, and historical experience. Significant estimates in valuing certain intangible assets include, but are not limited to, future expected cash flows from acquired customers, acquired technology, and trade names from a market participant perspective, useful lives, and discount rates. Management’s estimates of fair value are based upon assumptions believed to be reasonable, but which are inherently uncertain and unpredictable and, as a result, actual results may differ from estimates. In addition, unanticipated events and circumstances may occur that may affect the accuracy or validity of such estimates, and if such events occur, we may be required to adjust the value allocated to acquired assets or assumed liabilities. During the measurement period, which may be up to one year from the acquisition date, we may record adjustments to the assets acquired and liabilities assumed with the corresponding offset to goodwill. Upon the conclusion of the measurement period or final determination of the values of assets acquired or liabilities assumed, whichever comes first, any subsequent adjustments are recorded to our consolidated statements of loss. Acquisition costs, such as legal and consulting fees, are expensed as incurred.

Goodwill and Intangible Assets

We perform our goodwill and other indefinite-lived intangible assets impairment tests annually or more frequently if events or changes in circumstances occur that would more likely than not reduce the fair value below its carrying value. For the year ended December 31, 2021 and 2020, we did not have any goodwill or other indefinite-lived intangible assets impairment.

Acquired finite-lived intangible assets are amortized on a straight-line basis over the estimated useful lives of the assets, which range from five to eight years, unless the lives are determined to be indefinite. We routinely review the remaining estimated useful lives of finite-lived intangible assets. Amortization expenses are recorded operating expenses on the consolidated statements of loss.

Recently Issued and Adopted Accounting Pronouncements

For more information regarding recently issued accounting pronouncements, see Note 2 to our consolidated financial statements included elsewhere in this report.

JOBS Act

We are an emerging growth company, as defined in the Jumpstart Our Business Startups (JOBS) Act. The JOBS Act provides that an emerging growth company can take advantage of an extended transition period for complying with new or revised accounting standards. This provision allows an emerging growth company to delay the adoption of some accounting standards until those standards would otherwise apply to private companies. We have elected to use the extended transition period under the JOBS Act for the adoption of certain accounting standards until the earlier of the date we (i) are no longer an emerging growth company or (ii) affirmatively and irrevocably opt out of the extended transition period provided in the JOBS Act. See Note 2, Basis of Presentation and Summary of Significant Accounting Policies, in the notes to our consolidated financial statements included elsewhere in this Annual Report on Form 10-K. As a result, our financial statements may not be comparable to companies that comply with new or revised accounting pronouncements as of public company effective dates.